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Detailed Instructions: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. See one example below: Problem: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Problem: What is the sentiment of the following document towards the entity Billy Bush ? Billy Bush is opened up about Matt Lauer's firing and rebuilding his life after the fiasco that led to his own ouster from the "Today" show in 2016. Bush said he 's been in touch with his former "Today" colleguage Lauer who was fired by the show after numerous allegations of sexual misconduct in November 2017. “ He texted me and asked about some of the self-help books I’ve been reading ” Bush told People magazine. “I told him ‘Start here.’ ” He said though he had a tumultuous relationship with Lauer he wasn't happy to see the anchor's scandal unfold. “Maybe at one point there was part of me that [felt like] if someone else got [in trouble] I would be like ‘Now who’s the bad guy?’ ” Bush said. “But I took zero pleasure in it. And I’m grateful for that. Let those who transgressed be held accountable. I felt for the women involved and for his wife.” The TV personality told People magazine he was displeased with Lauer back in 2016 when "Today" fired Bush . On Oct. 7 2016 Bush was heard on a years-old "Access Hollywood" recording with Trump discussing women in a lewd manner. "In one of my resolute moments I said if I ever speak to [Lauer] I’m going to tell him that I was let down. Many months later he called me and I addressed it. He assured me that he [fought for me] in private. I accepted it.” "I have done so much self-help work. There is a term for what I did. It’s called bystander abuse. It says by not doing anything you are endorsing the moment. I have to live with that " said Bush . Additionally the former broadcaster says he would never want his daughters treated in a degrading manner. "I have three daughters. They are going to be in the workplace one day. I want them to be paid equally I want them to be treated well and when they walk out of a room I don’t want to ever hear anyone talking behind their back in a degrading way " explained Bush . Although he has gone through a difficult 15 months Bush claims he has learned a great deal. "I had some growing up to do anyway in life " said Bush . "I did so much exploring and figuring out. I’m a deeper person. And I’m happy about using my knowledge for a good purpose.” Solution:
Neutral
4
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. One example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution is here: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Now, solve this: What is the sentiment of the following document towards the entity Christopher Bailey ? LONDON (AP) — Designer Christopher Bailey who was replaced as Burberry chief executive earlier this year will leave the British brand in 2018 ending a 17-year stint in which he helped transform a company once known mainly for trench coats into a global luxury icon. Bailey added the title of CEO to his position as chief creative officer in 2014 taking on unique dual role in recognition of how much his ideas had contributed to Burberry's success. But he struggled to reinvigorate sagging sales in the company's key Asian markets and was replaced by Marco Gobbetti of the French luxury fashion house Celine in July. It was as a designer however that Bailey made his name. He took the company that made trench coats in World War I and wove its classic plaids into contemporary design. Banking on Britishness he made it the center of Burberry's brand. Long before other luxury houses even had the notion he championed the use of the digital marketplace embracing the new medium with innovations such as allowing shoppers to immediately buy online what they saw on fashion show catwalks. "It has been a truly inspiring place to work and the decision to leave was not an easy one " Bailey said in a statement released Tuesday. "I do truly believe however that Burberry's best days are still ahead of her and that the company will go from strength to strength with the strategy we have developed and the exceptional talent we have in place." Bailey will remain president and chief creative officer until March 31 when he will leave the board of directors Burberry said. He will remain at the company until Dec. 31 2018 to ensure a smooth transition. Burberry said that as a result of his departure Bailey has agreed to give up a total of 830 550 shares valued at 16 million pounds ($21 million) that were awarded as part of his compensation packages between 2014 and 2017 Bailey took over during a time of strength for the company in May 2014 when former CEO Angela Ahrendts moved to Apple. Shareholders soon began to ask questions about Bailey 's pay package which could have totaled as much as 7.6 million pounds including salary allowances a bonus and share awards. Others wondered whether the gifted designer had the right skill set to be CEO. Gobbetti credited Bailey with being "instrumental" in the Burberry's transformation adding that he leaves behind a legacy of talent that gives him "enormous confidence" in the future. Bailey says that despite his departure he remains fully committed to Burberry's success. "Burberry encapsulates so much of what is great about Britain " Bailey said in a statement. "As an organization it is creative innovative and outward looking. It celebrates diversity and challenges received wisdoms. It is over 160 years old but it has a young spirit." Solution:
Positive
6
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Example solution: Positive Example explanation: Here the author of the document praises Bill for this ability to win friends. Problem: What is the sentiment of the following document towards the entity Roger Kelly ? I had my white secretary who typically booked my band and assisted me with my music business set up a meeting with the Maryland grand dragon Roger Kelly explaining that her boss was writing a book on the Klan and would like his input. Per my instructions she did not reveal the color of my skin. Kelly agreed to participate and we secured a room at a Frederick Md. motel where my secretary filled an ice bucket with cans of soda so I could offer my guest a drink. Regardless of how and what he felt about me if he entered my room after seeing the color of my skin I was going to treat him with hospitality. Punctual to the minute there was a knock on the door. The grand nighthawk (the grand dragon’s bodyguard) entered first and then the dragon himself. “Hello ” I began “I’m Daryl Davis.” I offered my palm and Kelly shook my hand as he and the nighthawk introduced themselves. He sat in the chair I had set out and the nighthawk stood at attention beside him . We were both apprehensive of the other and the interview started haltingly. We discussed what he had hoped to achieve by joining the Klan; what his thoughts were on blacks Asians Jews and Hispanics; and whether he thought it would ever be possible for different races to get along. A little while later we heard an inexplicable crackling noise and we both tensed. The dragon and I stared each other in the eye silently asking “What did you just do?” The nighthawk reached for his gun. Nobody spoke. I barely breathed. Even though Kelly had told me he knew that white people were superior to blacks our dialogue continued over the years. He would visit me in my home and I would eventually be a guest in his . We would share many meals together even though he thought I was inferior. Within a couple of years he rose to the rank of imperial wizard the top national leadership position in the Klan.
Solution: Neutral
5
NIv2
task420_persent_document_sentiment_classification
fs_opt
Part 1. Definition Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Part 2. Example What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Answer: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Part 3. Exercise What is the sentiment of the following document towards the entity Ronan ? Among those waiting for THE ENVELOPE PLEASE ... tonight is a young actress with a distinctive name ... which she very patiently helped Jane Pauley learn: With her Oscar-nominated role in the movie " Brooklyn " Saoirse Ronan is making a name for herself . But Saoirse can be tough to pronounce and even harder to spell. "It's an Irish word and it means freedom or liberty " Ronan said. At 21 she 's the youngest two-time Oscar nominee since Angela Lansbury in 1946. Fonan's first nomination came when she was just 13 for her supporting role as Briony in "Atonement." "It's very intimate " said Ronan "and none of us expected for it to go down the route that it did." Ronan who was born in the Bronx took Pauley to the Riverdale Diner where she used to go with her parents. "No I haven't been here since I was three which is nuts " Ronan said. "It was so weird when I came in. I remember everything. I remember where we used to sit. I remember what the outside looks like. The smells everything." And she remembers what she used to eat: Grilled cheese sandwich and pickles. But when she was three the family moved back to Ireland. Her father had become an actor and would introduce Ronan to his agent: "I was quite imaginative. I would put on voices would do different accents." Known for her skill with accents she 's gone from an American teenager in "The Lovely Bones " to a teenage German assassin opposite Cate Blanchett in "Hanna." The role brought her to the attention of theatre director Ivo van Hove who had been in touch with Blanchett. She told him "I'm working now with such a fabulous young actress." He then saw "Hanna " "and I was blown away by her performance " he told Pauley. Answer:
Positive
7
NIv2
task420_persent_document_sentiment_classification
fs_opt
TASK DEFINITION: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. PROBLEM: What is the sentiment of the following document towards the entity Mark Cuban ? • Mark Cuban met his wife advertising executive Tiffany at the gym in 1997. "Shark Tank" star and Dallas Mavericks owner Mark Cuban has long teased a run for the White House. As an outspoken critic of US President Donald Trump Cuban even weighed the possibility of taking over the Republican ticket at some point. But if Cuban 's wife Tiffany Cuban has anything to say about it a run for the White House may be off the table. CNBC reported that he said he would be far more tempted to toss his hat into the political ring if he was single. SOLUTION: Positive PROBLEM: What is the sentiment of the following document towards the entity Matt Lauer ? On Wednesday morning NBC confirmed that they had fired morning news anchor Matt Lauer . Lauer has served as the centerpiece of Today which The New York Times calls “the most important part of the NBC News franchise ” since 1997. A memo from NBC News chairman Andy Lack cited “inappropriate sexual behavior” as the grounds for termination. “On Monday night ” Lack wrote “We received a detailed complaint from a colleague about inappropriate sexual behavior in the workplace by Matt Lauer . It represented after serious review a clear violation of our company’s standards.” While NBC took swift action against Lauer even before the allegations went public it’s safe to assume that this story is far from over. As Lack himself acknowledged “While it is the first complaint about his behavior in the over twenty years he’s been at NBC News we were also presented with reason to believe this may not have been an isolated incident.” In the wake of Lauer ’s unexpected departure Today was forced to reckon with the story in real time. Lauer’s co-host Savannah Guthrie was tasked with reporting on the latest in a string of sexual misconduct stories this time involving her “dear dear friend” and colleague. “How do you reconcile your love for someone with the revelation that they have behaved badly?” an emotional Guthrie asked. “All we can say is we are heartbroken; I’m heartbroken.” Like the other recently disgraced media men before him Lauer’s career is now open for reexamination. One incident that’s already been circulated and picked apart by social media is the Presidential Forum that Lauer moderated in September 2016. At the time Lauer was widely criticized for the way he interacted with candidates Donald Trump and Hillary Clinton with many accusing the Today host of employing a sexist double standard. In one article “How Sexism Like Matt Lauer’s Could Imperil the Nation ” Adele M. Stan wrote “When questioning Clinton Lauer was all alpha-male interrupting her and tsk-tsking her for criticizing her opponent after he had asked her not to do so. But when paired with Trump it became clear who was the alpha in that set-up. It clearly wasn't Lauer who allowed Trump to talk over him and to evade specifics.” While Lauer ’s tendency to interrupt Clinton repeatedly—while letting Trump go largely unchallenged—was certainly cringe-worthy it may not be Lauer’s most painful on-air interaction. Anyone searching for an example of overt sexism need look no further than his 2012 Today interview with Anne Hathaway. The actress who was promoting her film Les Miserables at the time had had the misfortune of being photographed during a “wardrobe malfunction.” “I was getting out of the car and my dress was so tight that I didn’t realize it until I saw all the photographers’ flashes ” she reportedly said in response to the “devastating” incident. As if the revealing photographs weren’t enough Hathaway was then grilled on the minor controversy by Lauer who opened the interview with a gross allusion to the intimate pics. “Anne Hathaway good morning nice to see you. Seen a lot of you lately ” Lauer greeted his guest. While Hathaway who responded that “I’d be happy to stay home ” clearly had no interest in discussing the upskirt shots Lauer continued. “Let’s just get it out of the way. You had a little wardrobe malfunction the other night. What’s the lesson learned from something like that other than that you keep smiling which you’ll always do.” To summarize: Lauer mistaking pervy paparazzi pics for actual news asked an accomplished actress about a painful incident phrasing the invasion of privacy as a personal failing (“what’s the lesson learned from something like that?”). To make matters even worse he all but told Hathaway to smile through it—which is just what every woman wants to hear from a man who’s talking down to her about her lack of underwear on national television. Hathaway to her credit managed to own Lauer replying “Well it was obviously an unfortunate incident. It kind of made me sad on two accounts. One was that I was very sad that we live in an age when someone takes a picture of another person in a vulnerable moment and rather than delete it and do the decent thing sells it. And I’m sorry that we live in a culture that commodifies sexuality of unwilling participants which brings us back to Les Mis because that’s what the character [Fantine] is. She is someone who is forced to sell sex to benefit her child because she has nothing and there’s no social safety net so yeah—let’s get back to Les Mis.” SOLUTION: Negative PROBLEM: What is the sentiment of the following document towards the entity Xur ? The tentacle-faced traveling salesman known as Xur has returned to Destiny 2 and this week he 's hanging out in the Winding Cove region of the EDZ. If you look at your local map in the game's Director guide you'll notice the Roman numeral IX north of the nearest fast-travel marker. "A peddler of strange curios Xur 's motives are not his own " the waypoint reads. " He bows to his distant masters the Nine." In D2 Xur's currency of choice is no longer Strange Coins but Legendary Shards which can be acquired by dismantling legendary gear. His price for an exotic weapon is 29 Shards; the cost of an armor piece is 23. Here's what he 's offering this week: Curse of Osiris has arrived along with the game's second "season." The Prometheus Lens is the big news this week; a Trace Rifle like the Coldheart this puppy's being hailed as the "new Gjallarhorn " or the "new Vex Mythoclast." There's a lot of talk about how it's broken the Crucible and needs patched but at least Xur has graciously leveled the playing field in the meantime. As Bungie announced last week Xur will soon begin selling "Fated Engrams" (for 97 legendary shards) that will decrypt into exotics you don't already have once weekly as long as there are still exotics you don't have. For some reason these don't appear to be available yet. Xur now stays until the weekly reset on Tuesday when Trials of the Nine ends and ritual activities like the Nightfall rotate. That means you'll have until noon Eastern time on November December 12 to grab something from his stock – plenty of time to break down those unused legendaries! SOLUTION:
Positive
8
NIv2
task420_persent_document_sentiment_classification
fs_opt
instruction: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. question: What is the sentiment of the following document towards the entity Kobe Steel ? The logo of Kobe Steel is seen at the group's Tokyo headquarters building in Tokyo Japan October 10 2017. REUTERS/Issei Kato TOKYO (Reuters) - Japan’s government sought on Tuesday to contain the fallout from the disclosure by the nation’s third-biggest steel maker Kobe Steel Ltd (5406.T) that it had fabricated data on components used in cars aircraft and space rockets sending shock waves through the Japanese manufacturing sector. Faced with the latest in a series of missteps that have undermined Japan’s reputation for high-quality production the industry ministry instructed Kobe Steel to assess the safety impact from the scandal. The company said products used by about 200 companies were certified with falsified data. They included Toyota Motor Corp (7203.T) Central Japan Railway (9022.T) Mitsubishi Heavy Industries (7011.T) Mazda Motor Corp (7261.T) and Subaru Corp (7270.T) the companies confirmed. Kobe Steel shares closed at the limit low after being untraded for the whole session diving 22 percent to 1068 yen. In a statement on Sunday Kobe Steel said some aluminium and copper products shipped from September 2016 to August 2017 were falsely labeled. Kobe Steel said the misconduct involved dozens of staff and possibly stretched back 10 years. It apologized and said it had appointed lawyers to investigate. A man walks past the signboard of Kobe Steel at the group's Tokyo headquarters in Tokyo Japan October 10 2017. REUTERS/Issei Kato Aluminium castings forgings and flat-rolled items along with copper strips and tubes were among the products affected the company said in a statement. “We want Kobe Steel to make the utmost effort to restore trust from society” he said. The logo of Kobe Steel is seen on the group's Tokyo headquarter building in Tokyo Japan October 10 2017. REUTERS/Issei Kato MHI said Kobe Steel products were used on its Mitsubishi Regional Jet and rockets including a H-2A rocket launched on Tuesday to put a navigation satellite into orbit. There were no technical problems with the components MHI said. Industry ministry officials said Kobe Steel materials were used in some defense equipment made by Kawasaki Heavy MHI IHI Corp (7013.T) and Subaru and checks were being made for any safety issues. Kobe Steel has said the impact of the data falsification on its earnings is still unknown. The steelmaker has reported losses in the last two full financial years but is expecting to return to profit in the current period. Sales of Kobe Steel’s aluminium and copper division fell 6.4 percent year on year to 323.3 billion yen ($2.87 billion) in the financial year ending March 2017 with recurring profit falling 20.5 percent to 12 billion yen. answer: Negative question: What is the sentiment of the following document towards the entity Jensen Huang ? TAIPEI (Reuters) - Nvidia Corp chief executive Jensen Huang said on Thursday artificial intelligence would enable fully automated cars within 4 years but sought to tamp down expectations for a surge in demand for its chips from cryptocurrency miners. FILE PHOTO: Nvidia co-founder and CEO Jensen Huang attends an event during the annual Computex computer exhibition in Taipei Taiwan May 30 2017. REUTERS/Tyrone Siu “It will take no more than 4 years to have fully autonomous cars on the road. How long it takes for the vast majority of cars on the road to become that it really just depends ” Huang told media after a company event in Taipei. But Huang joined peers taming expectations of strong revenue growth from a wave of interest in cryptocurrencies. Advanced Micro Devices Inc expected this week that there will be some leveling off of cryptocurrency demand. [nL4N1MZ5RP] “Revenue for us in crypto is over $100 million a quarter. For us it’s a small percentage... It’s obviously not a target market ” Huang said. answer: Positive question: What is the sentiment of the following document towards the entity Narendra Modi ? NEW DELHI (AP) — Against the backdrop of a bitterly fought local election India is witnessing the unusual spectacle of Prime Minister Narendra Modi locked in a bitter verbal duel with his predecessor and accusing the opposition of holding secret meetings with Pakistani officials to impact the vote. In a written statement Singh accused Modi of dealing in "falsehood and canards" because he feared "imminent defeat in Gujarat." The western state of Gujarat is Modi 's home turf. He ruled it without any real opposition for over a decade before he arrived at the national center stage. The election that is underway there is being called the closest fight that Modi and his Hindu nationalist Bharatiya Janata Party have faced in two decades. Even though Modi no longer heads the state the election has become a referendum of sorts on his popularity and that of his party. He has headlined the party's election campaign over the last month addressing rallies across the state. Several top federal lawmakers and party functionaries have joined him to rally support for the party. FILE - In this Wednesday Dec. 13 2017 file photo Indian Prime Minister Narendra Modi front stands with his former counterpart Manmohan Singh left in one minute silence to pay homage to security officials who lost their lives in the 2001 attack on Indian parliament in New Delhi India. Against the backdrop of an increasingly personal and bitterly fought local election India is witnessing the unusual spectacle of Modi locked in a bitter verbal duel with his predecessor accusing the opposition of holding secret meetings with officials from archrival Pakistan to impact the polls. The unsubstantiated allegations have prompted a sharply worded response from Singh. (AP Photo/Manish Swarup File) "He has staked his own personal prestige on Gujarat " said political analyst Neerja Chowdhury. As someone removed from local politics for over three years there was no need for Modi to make the campaign about himself he said. "It's become a personal election for him . Now that it has there is a lot more at stake " Chowdhury said. Even by the rough and tumble standards of a chaotic and closely fought Indian election Modi 's words were in sharp deviation from the campaigning style of former prime ministers. "What is the reason to have such a secret meeting with the Pakistan high commissioner? And while elections are on in Gujarat what is the reason for this type of secret meeting?" Modi said at an election rally. At a separate rally he suggested that Pakistani officials were trying to ensure that a Muslim leader of the Congress party becomes the state's next leader. He offered no proof. In an editorial Tuesday The Indian Express newspaper said that Modi 's "none-too-veiled innuendo" had "severely let down his constitutional commitment and office." FILE - In this Nov. 27 2017 file photo Indian Prime Minister Narendra Modi 's supporters wear his masks during an election campaign rally addressed by Modi at Jasdan in Gujarat India. Against the backdrop of an increasingly personal and bitterly fought local election India is witnessing the unusual spectacle of Modi locked in a bitter verbal duel with his predecessor accusing the opposition of holding secret meetings with officials from archrival Pakistan to impact the polls. The unsubstantiated allegations have prompted a sharply worded response from former Prime Minister Manmohan Singh. (AP Photo/Ajit Solanki File) In the three years since Modi and his Hindu nationalist party won a massive victory in national elections rights groups have reported a spike in attacks on minority groups especially Muslims. Most of the attacks have been linked to fringe Hindu hard-liners. Modi has largely kept silent with many seeing his silence as tacit support. His own oratory is powerful and scathing at election rallies but as prime minister he has so far refrained from making controversial remarks leaving those to junior party members. "Whether he wins or loses in Gujarat he is spreading a poison from which Indian politics will find it hard to recover for quite some time " analyst and commentator Pratap Bhanu Mehta wrote in a newspaper column Wednesday. answer:
Neutral
9
NIv2
task420_persent_document_sentiment_classification
fs_opt
Teacher: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Teacher: Now, understand the problem? If you are still confused, see the following example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution: Positive Reason: Here the author of the document praises Bill for this ability to win friends. Now, solve this instance: What is the sentiment of the following document towards the entity Venus Williams ? Williams ranked third lost to an opponent ranked 64th. Williams was playing at this tournament for the first time since 1997 when she was 17. She has lost all three of her matches at the Rogers Cup. "I was definitely expecting to play well and to go very far in the tournament " Williams said. "It's disappointing." Bondarenko hadn't taken a set off the American in two previous matches. "I was playing really good " Bondarenko said. "The first set I didn't know what to do with her power. The rest of the game I just tried to keep the ball in play." Williams controlled the first set but couldn't shake Bondarenko who chased down shot after shot in stifling Rexall Centre. Bondarenko won the last three games for the second set and broke Williams once more in the third. She won 20 of 28 service points in the deciding set. "She played well " Williams said. "She really started playing consistently. Unfortunately I made too many errors. I would have liked to play a cleaner match." Student:
Negative
2
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. -------- Question: What is the sentiment of the following document towards the entity Booz Allen Hamilton ? But once the data is downloaded it has to be analyzed. And that’s where Booz and the other contractors that surround the NSA come in. Booz Allen Hamilton is one of the NSA’s most important and trusted contractors. It’s involved in virtually every aspect of intelligence and surveillance from advising top officials on how to integrate the 16 U.S. spy agencies to detailed analysis of signals intelligence imagery and other critical collections technologies. I first introduced Booz’s intelligence business in a 2007 profile in Salon when President Bush appointed Michael McConnell a Booz veteran and former NSA director to be director of national intelligence ( he ’s now back at Booz ). Among other secret projects Booz was deeply involved in “Total Information Awareness ” the controversial data-mining project run for the Bush administration by former National Security Adviser John Poindexter that was outlawed by Congress in 2003. Another major presence at NSA’s Business Park is SAIC. Like Booz it stands like a private colossus across the whole intelligence industry. Of its 42 000 employees more than 20 000 hold U.S. government security clearances making it one of the largest private intelligence services in the world. “SAIC provides a full suite of intelligence surveillance and reconnaissance (ISR) and cybersecurity solutions across a broad spectrum of national security programs ” it claims on its website. Answer: Positive Question: What is the sentiment of the following document towards the entity Jacob Bilstein ? The California wildfires were still raging last fall as Jennifer Bilstein and her 15-year-old son inched their way down Highway 101 a two-hour drive in ordinary times that took four hours through the smoke-filled air and yellow sky. She was determined to get Jacob to his doctor's appointment on time. It was his second visit to the adolescent gender clinic where Jacob - a shy boy with pink cheeks a cowlick and black oversize glasses - was being medically evaluated to begin taking testosterone. He had already gone through puberty as a girl an experience that made him conclude he had been born into the wrong gender. "I was always uncomfortable calling myself 'she' or 'her ' " he explained. "It made my skin crawl." At 13 Jacob - then called Samantha - had informed his mother sending her the news in a Facebook message after being dropped off at school one morning in Ukiah one of Northern California's iconic hippie towns. As she spoke her child studied his hands legs swinging back and forth under the examining table. "But the reality is that Jacob 's my child and regardless of gender or whatever my child always comes first in my life " she said. "And realistically it's not about me. It's about Jake." It is also one of the busiest encompassing four disciplines: Medical mental health patient advocacy and legal services. Although surgery is not available at the center its clinicians maintain close ties with local surgeons to whom they refer patients upon request. On the day that Jacob arrived for his appointment the examining rooms were filled with 15 elementary schoolchildren adolescents and teenagers who had traveled from as far away as Hawaii and Sweden and as nearby as the Bay Area. All were seeking a change in their physical sex characteristics to align with their gender identity. Family Photo Jacob Bilstein went through puberty as a girl named Samantha. Jacob Bilstein went through puberty as a girl named Samantha. (Family Photo) (Family Photo) Answer: Neutral Question: What is the sentiment of the following document towards the entity Venus Williams ? Williams ranked third lost to an opponent ranked 64th. Williams was playing at this tournament for the first time since 1997 when she was 17. She has lost all three of her matches at the Rogers Cup. "I was definitely expecting to play well and to go very far in the tournament " Williams said. "It's disappointing." Bondarenko hadn't taken a set off the American in two previous matches. "I was playing really good " Bondarenko said. "The first set I didn't know what to do with her power. The rest of the game I just tried to keep the ball in play." Williams controlled the first set but couldn't shake Bondarenko who chased down shot after shot in stifling Rexall Centre. Bondarenko won the last three games for the second set and broke Williams once more in the third. She won 20 of 28 service points in the deciding set. "She played well " Williams said. "She really started playing consistently. Unfortunately I made too many errors. I would have liked to play a cleaner match." Answer:
Negative
7
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Willie Parker ? In a recent New York Times article Dr. Willie Parker says he believes “that as an abortion provider [he is] doing God’s work.” It’s his Christian faith the author contends that drives him to abort babies. His “Life’s Work” (as his new book is ironically titled) is to end life for every preborn child that comes before him. The Jewish people some of whom later became the first Christians were to avoid partaking in the practices of the surrounding peoples who sacrificed their children to appease their gods. Christians have long held that to abort one’s child as an act of worship to the gods of convenience is not permitted by the God of the Bible. But abortion advocates will attempt to play the “he’s a Christian” card by spinning opposition from Christians to imply Parker is persecuted within his own faith tradition. The second thing abortion elites love about Parker is his skin color. Any opposition he faces from white pro-lifers not associated with Christianity can be easily dismissed as bigotry. Sweep under the rug for a minute that even black celebrities are accusing abortion providers in black communities of genocide. While Planned Parenthood’s media arm proclaims support of black lives its other arm is reaching for a pair of forceps to end life for hundreds of black babies each day. In the tradition of the black slave owners in the Confederate South Parker makes his money by breaking the backs (or spines and what-have-you) of others many of whom share his skin color. He can’t admit that his work (some have called it his “ministry”) hurts his own people or it’d affect his bottom line. Abortion advocates want us all to simply accept that black lives only matter once they’ve had the privilege of being born. This brings us to the final contradiction of Parker ’s platform. Parker considers himself a feminist. He believes he is bettering the future for females. Don’t think too long about the number of female lives he ’s ended before they’ve begun. This is nothing new to the insane logic of abortion advocacy. If they can successfully shift our attention off the rights of the life inside the womb to the perceived “rights” the pregnant woman has over her inhabited womb they’ve succeeded. Parker ’s public persona is a farce. He parades the myth that he has a moral responsibility to “help women” while he strips them of their own responsibility to the children they’ve conceived. Christianity places value upon the lives of black women so much so that it envisions a world in which their lives aren’t ended in the womb. But maybe we’re the ones who are deceiving pregnant women? Perhaps we’re the ones getting rich by volunteering with crisis pregnancy centers and giving away free pregnancy tests ultrasounds and diapers. Output:
Neutral
1
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task420_persent_document_sentiment_classification
fs_opt
Part 1. Definition Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Part 2. Example What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Answer: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Part 3. Exercise What is the sentiment of the following document towards the entity James Myers ? One New York couple who have taken that approach are James Myers 33 and Corinne Fisher 32 both professional comedians from Harlem. Myers is vocal about his support for Trump; Fisher who was a staunch Hillary Clinton supporter is just as vocal about her opposition. Fisher said she defends Myers ’ freedom to choose. “I stick up for his right to think something even if I totally disagree ” she says. She also respects Myers ’ courage. “He gets private messages from other people who aren’t courageous enough to be out about their views ” she said. “My love for Corinne is based on deep respect ” said Myers . “If you respect someone you don’t have to agree with them on everything. She’s been pretty brave about this whole thing.” Myers added that passion can trump (pun intended) disagreement. “Mingle with those with whom you disagree ” he said. “It can be hot.” Answer:
Positive
7
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Charlie Rose ? “CBS This Morning” co-host and longtime PBS star Charlie Rose has been accused by eight women of making unwanted sexual advances toward them and admitted to some of the misconduct in a statement according to the Washington Post. Both PBS and CBS suspended him . Rose’s alleged misconduct includes making lewd phone calls walking around naked and groping the womens breasts buttocks or genital areas according to the Post. Rose’s accusers were employees or “aspired to work for Rose at The Charlie Rose show’ on PBS from the late 1990s to as recently as 2011.” “CBS This Morning” has been growing rapidly since it launched in 2012 but still struggles to match the viewership of rivals “Today” and “Good Morning America ” while Rose ’s show on PBS has aired regularly since 1991. Rose ’s PBS show is filmed at the Bloomberg LP headquarters making three major media organizations tied up in the latest harassment scandal. "PBS was shocked to learn today of these deeply disturbing allegations. We are immediately suspending distribution of ' Charlie Rose ' " PBS said in a statement. CBS also suspended Rose but did not respond to request for additional comment. Rose’s accusers were between 21 and 37 years old at the time of the alleged encounters and the Post noted that there are “striking commonalities” in the accounts of the women. His alleged behavior typically included offering jobs to females and then using his power to put them in uncomfortable positions of a sexual nature. He allegedly would offer women a six-figure position that disappeared once they rejected his advances. “I have behaved insensitively at times and I accept responsibility for that though I do not believe that all of these allegations are accurate." - Charlie Rose He has expressed remorse for some of the allegations. “In my 45 years in journalism I have prided myself on being an advocate for the careers of the women with whom I have worked ” Rose said in a statement provided to The Post. “Nevertheless in the past few days claims have been made about my behavior toward some former female colleagues… It is essential that these women know I hear them and that I deeply apologize for my inappropriate behavior. I am greatly embarrassed.” Rose continued: “I have behaved insensitively at times and I accept responsibility for that though I do not believe that all of these allegations are accurate. I always felt that I was pursuing shared feelings even though I now realize I was mistaken.” Ironically Rose once appeared as himself on an episode of the Netflix series “House of Cards ” which has been rocked by the accusations against Spacey. According to the report by Post contributor Irin Carmon and investigative reporter Amy Brittain one accuser Reah Bravo was an intern and then associate producer for Rose ’s PBS show beginning in 2007. In various interviews she detailed unwanted sexual advances from Rose . Another accuser Kyle Godfrey-Ryan was Rose ’s former assistant and detailed “at least a dozen instances where Rose walked nude in front of her while she worked in one of his New York City homes.” She claims the CBS and PBS star also “repeatedly called” her “at night or early in the morning to describe his fantasies of her swimming naked.” Output:
Positive
1
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task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example Input: What is the sentiment of the following document towards the entity Brian Urlacher ? The greatest Bears player since their iconic Super Bowl XX team more than three decades ago received the highest NFL honor Saturday when Brian Urlacher was selected to the Pro Football Hall of Fame. Urlacher 39 becomes the 28th Hall of Famer to represent the Bears for all or the primary portion of their careers the most in the NFL and the first since defensive end Richard Dent was inducted in 2011. Urlacher and Lewis bring to 28 the number of modern-era linebackers in the Hall. Five of those 28 were Bears a nod to the history of the position for the franchise from George Connor to Bill George Dick Butkus Mike Singletary and now Urlacher . “It’s unreal ” Urlacher said. “It’s a great tradition.” Selected ninth in the first round of the 2000 draft Urlacher becomes the first Hall of Fame playerfrom the University of New Mexico. He was named NFL Defensive Rookie of the Year and was an established star before coach Lovie Smith arrived in 2004 with a scheme that accentuated Urlacher ’s freakish athletic ability for a player with such a large frame — 6-foot-4 258 pounds. The next year he was named the league’s Defensive Player of the Year becoming the fifth player to win both awards. The next season in 2006 Urlacher helped lead the Bears to Super Bowl XLI. Named to the NFL’s All-Decade Team of the 2000s Urlacher was selected to the Pro Bowl eight times and was first team All-Pro five times. In 13 seasons according to pro-football-reference.com he amassed 1 354 tackles 41½ sacks 22 interceptions two touchdowns 90 passes defensed 11 forced fumbles and 15 fumble recoveries. Personnel boss Mark Hatley made the decision to draft Urlacher who had played safety in college. The Bears knew they were getting a player who could transform their defense but initially weren’t sure how to deploy him . “We knew we would like to play him at the mike (middle) linebacker but the problem was he had been a safety and we didn’t want to stick him there right away and beat him up and lose him and ruin an excellent prospect ” defensive coordinator Greg Blache said. “We started him off at the sam (strong-side) linebacker position where everything is coming at you from one direction in the traffic and we played him at the mike in the nickel situation where 95 percent of it was passing. So he was getting a feel for it but he wasn’t getting in the heavy traffic with the guards coming on him and combination blocks … because it’s a whole different beast when you’re playing 12 to 15 yards deep as a safety and you move up to 5 yards from the line of scrimmage with the 300-pounders. “We knew we had something special and we knew he would be a guy who would be a hell of a player for a long long time if we had some patience and were just judicious in how we approached it. Having (linebackers coach) Dale Lindsey there was a huge help because Dale had developed so many linebackers and he was a great voice in saying he had seen rush jobs when guys were put in situations they weren’t quite ready to handle. It ended up working out really well just because we got him eased into it to the point where he was comfortable seeing it all happen.” It happened faster than anyone would have imagined which in retrospect isn’t surprising to anyone who was involved. Lindsey marveled at the amount of information Urlacher could process and then apply on the field. A lot of players even really good ones can lose the fine details when they move from the meeting room to the practice field and then into games but Urlacher absorbed it all. When middle linebacker Barry Minter was sidelined with a back injury in the third week of the 2000 season the Bears moved Urlacher . They never again discussed where he was best suited to play or what he could handle. “(Head coach) Dick Jauron said ‘Put him at the middle ’ ” Lindsey said. “Dick could see the big picture. Luckily for us Brian was more than willing to learn the new position. It’s nice when you have rare talent and a guy who wants to do it. That’s the difference between the real great players — they want to do it and they’ll do anything to be successful. He was like a sponge. You just kept giving him information and he absorbed it and would want more. The thing about the guys with the rare talent: They can do any damn thing you ask them. You can ask them the impossible and they can get it done. And Brian did it for us as a great middle linebacker.” When the Bears signed massive defensive tackles Ted Washington and Keith Traylor in 2001 Urlacher raised his game to a new level as the duo kept offensive linemen off of him and allowed him to make plays with his remarkable speed. “There are a lot of guys who can run fast in a straight line but the athleticism he showed for a guy that size off the charts ” Blache said. He spearheaded the “Monday Night Miracle” at Arizona in 2006 with 25 tackles and a forced fumble that resulted in a touchdown. Urlacher had five interceptions and five sacks in 2007 a testament to his ability to do anything needed. Urlacher was never very comfortable in the spotlight but always at ease around his teammates which made him immensely popular. He treated the newest rookie the same way he did the most tenured veterans. When former teammate Todd Johnson became a high school coach in Sarasota Fla. he didn’t have enough uniforms to dress all of his players. Urlacher provided new jerseys — home and away — for the entire roster and did so without seeking any attention one of countless anecdotes of how he helped friends. Example Output: Positive Example Input: What is the sentiment of the following document towards the entity Shinzo Abe ? Japanese Prime Minister Shinzo Abe head of the ruling Liberal Democratic Party leaves a news conference at the party’s headquarters in Tokyo on Oct. 23. (Kiyoshi Ota/Bloomberg News) On Sunday Japan’s Liberal Democratic Party won a landslide victory winning 284 of the 465 seats in the lower house of the Diet. Prime Minister Shinzo Abe’s junior coalition partner Komeito added 29 seats giving the ruling coalition a two-thirds supermajority. In addition to freeing the LDP from a mandatory ballot challenge before 2021 Abe’s election victory provides new support for his efforts to amend Japan’s pacifist constitution. Abe went into the election arguing that his track record on the economy and national security should be the decisive factor and voters appear to have agreed. Japan faces new security challenges from two of its neighbors. North Korean missiles have passed over Japan twice in recent months leaving Japanese citizens rattled by early-morning text alerts. And at the recent Communist Party Congress in Beijing President Xi Jinping promised that China would be “moving closer to center stage ” raising additional concerns in Japan. The ruling coalition’s supermajority ensures not only that Abe will remain in power but also that he can now push for a revision of Japan’s constitution his personal pledge and an unfulfilled element of the LDP platform since 1955. Although many in the public remain skeptical of the constitutional revision plan the LDP’s success in this election represents an endorsement of the ruling coalition’s governing ability particularly on security issues. [Did Trump and Abe just launch a new chapter in U.S.-Japan relations?] There may also be debates within the ruling coalition on the need for Japan to deploy its own surface-to-surface missiles to enhance deterrence vis-a-vis North Korea. Abe has not taken a public stand on these “counterstrike capabilities ” which would to give Japan the ability to neutralize North Korean ballistic missiles on their launchpads. This would be an abrupt change from a postwar defense policy that has remained strictly defensive with few offensive capabilities. Abe will also continue moderate spending increases on Japan’s air and naval capabilities in an attempt to counter China’s much higher spending on the People’s Liberation Army. The numerical balance of fighter aircraft and surface combatants has been steadily shifting in China’s favor for decades. More recently however Xi has begun streamlining the PLA to strengthen its war-fighting effectiveness in preparation for a potential conflict in the Western Pacific. Abe knows that maintaining deterrence will require closer cooperation with the United States and continued reforms to break down the postwar barriers to the effectiveness of Japan’s own forces. Will Abe revise Japan’s constitution? Two years ago Abe pushed through a reinterpretation of the constitution to allow new defense guidelines and operations with the United States and other like-minded states. Many in his party support revising the second half of Article 9 to declare that Japan’s military is constitutional though intended only for self-defense. Support from pacifist-leaning coalition partner Komeito will probably be forthcoming and friendly governments such as the United States and Australia are likely to be supportive as well. China will protest as might South Korea but polls elsewhere in the region suggest that Japan has moved beyond its wartime image. Nevertheless Article 9 is highly political and ideological; Abe will have to carry out his promise to build domestic consensus before proceeding. Despite President Trump’s harsh rhetoric about Japan during his election campaign Abe has deftly engaged with the new administration in Washington and managed to build significant trust with Trump. Abe was the first foreign leader to visit Trump and Trump will start his first Asia tour by spending several days in Japan in November. Trump’s tough line on North Korea is likely to be well received in Japan but his hostile view toward trade (particularly the rejection of the Trans-Pacific Partnership) continues to perplex Tokyo. Japanese leaders argue that allies should be leading on rulemaking to manage the mercantilist challenge from China. Example Output: Positive Example Input: What is the sentiment of the following document towards the entity Ben Bernanke ? Federal Reserve Chairman Ben Bernanke on Monday said the central bank will keep a close eye on the sliding U.S. dollar even as he pledged anew to keep interest rates at record-lows to nurture the economic recovery. dollar In remarks to the Economic Club of New York Bernanke engaged in a delicate dance. He made clear Fed policymakers will keep rates at super-low levels. Yet through his words Bernanke is also trying to bolster confidence in the dollar without actually raising rates a move that could short-circuit the fragile recovery. "We are attentive to the implications of changes in the value of the dollar " Bernanke said in rare remarks about the greenback. The Fed he said will continue to "monitor these developments closely." Although commodity prices -- such as oil -- have risen lately that pickup likely reflects a revival in global economic activity and the recent depreciation of the dollar Bernanke said. Even so the Fed chief predicted inflation probably will remain "subdued for some time." That gives the Fed leeway to hold rates at record-low levels for an "extended period " he said repeating a pledge made at the Fed's meeting earlier this month. Bernanke predicted the U.S. economy should continue to grow next year but he warned of "important headwinds" that will restrain the recovery including a weak job market and tight credit for small businesses and households. Those forces "likely will prevent the expansion from being as robust as we would hope " he said. Bernanke said the rebound reflected more than "purely temporary factors" and predicted growth would continue into next year. But he cautioned there is uncertainty about how the economy will evolve next year and warned that "future setbacks are possible." Bernanke said the unemployment rate "likely will decline only slowly" if economic growth remains "moderate" as he expects. Because jobs are likely to remain scarce for some time consumers -- critical shapers of overall economic activity -- will be cautious about spending Bernanke said. Banks dealing with the fallout from soured commercial real estate loans also could slow progress on efforts to get credit flowing more freely again the Fed chief said. And credit difficulties will limit the ability of some businesses to expand and hire. "Overall a number of factors suggest that employment gains may be modest during the early stages of the expansion " Bernanke said. Example Output:
Positive
3
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Scott Pruitt ? WASHINGTON ( AP ) — The head of the Environmental Protection Agency says he may start flying in coach amid increasing scrutiny of claims that he needs to fly first class because of security concerns . EPA Administrator Scott Pruitt said in an interview with CBS News on Wednesday he had instructed his staff to make changes that could include flying coach . " What I ' ve told them going forward is this : There is a change occurring you ' re going to accommodate the security threats as they exist you ' re going to accommodate those in all ways alternate ways up to and including flying coach and that is what ' s going to happen on my very next flight " Pruitt said . " So those things are happening right away ." That ' s a significant shift since last month when Pruitt said in interviews that his chief of staff and security team had determined he should fly in premium class seats following some unpleasant interactions with other passengers . Asked what had changed in the assessment of what was needed to keep Pruitt safe EPA spokesman Jahan Wilcox referred back to Pruitt ' s CBS interview and declined to provide any additional context or comment . Since taking office last year Pruitt has been unusually secretive about his frequent air travel . In a break from his predecessors Pruitt ' s office consistently refuses to provide advance public notice of his trips typically releasing a schedule of his meetings and appearances only after they have occurred . Following recent media reports about Pruitt ' s pricey airfare the Republican - led House Oversight committee last week demanded copies of his travel records to be provided by March 6 . EPA ' s inspector general is also auditing Pruitt ' s 2017 travel costs . Federal regulations allow government travelers to fly business class or first class when no cheaper options are " reasonably available " or if there are exceptional security circumstances . Wilcox told reporters last month that Pruitt had obtained a " blanket waiver " allowing him to take premium flights . Such a blanket waivers are also barred under federal rules however and Wilcox later said Pruitt was granted separate waivers by ethics officials for each flight . EPA has declined to provide any public explanation of its evolving account and has thus far refused to release copies of the waivers allowing Pruitt to fly first class . The Associated Press is among several organizations that has sought a full accounting of Pruitt ' s travel and security expenses under the Freedom of Information Act . Though some records were released following lawsuits filed against the agency EPA has so far refused to say how much public money has been spent for Pruitt and his staff to travel across the country and on international trips . The limited records that have been provided show Pruitt ' s airfare is often several times more expensive than that of aides booked on the same flights . Often those trips have included weekend - long layovers in Pruitt ' s home state of Oklahoma . Last month Pruitt said there were some " incidents " on flights that prompted his need for first - class seats . EPA has refused requests from AP to provide any details about those incidents . Pruitt is the first EPA administrator to require around - the - clock protection from an armed security detail . He has also taken other security precautions including the addition of a $ 25 000 soundproof " privacy booth " inside his office to prevent eavesdropping on his phone calls and spending $ 3 000 to have his office swept for hidden listening devices . ___ Follow AP environmental writer Michael Biesecker at http :// Twitter . com / mbieseck The Associated Press . Output:
Negative
1
NIv2
task420_persent_document_sentiment_classification
fs_opt
You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution: Positive Why? Here the author of the document praises Bill for this ability to win friends. New input: What is the sentiment of the following document towards the entity Matt Gaetz ? Rep. Matt Gaetz a 35-year-old Republican freshman from Florida who recently flew on Air Force One with Trump and is friends with Roger Stone is one of the believers. Gaetz has called for Mueller to be fired and said on “Hannity” on Thursday that officials might wind up in jail over what he saw in the memo. HuffPost ran into Gaetz on Capitol Hill on Thursday evening just a few hours after the congressman appeared on the Fox Business channel above the chyron “I JUST READ A 4-PAGE MEMO THAT THREATENS DEMOCRACY TO ITS CORE.” “I believe that the contents of that memo need to be made available to the public immediately and that that is a critical concern in kind of all of the Mueller Russia Trump discourse ” Gaetz told HuffPost of the memo which he said “kind of aggregates” intelligence data. In the interview with HuffPost Gaetz ran into a common problem for Republicans who suggest the FBI was too rough on Trump but went too easy on Clinton during the 2016 campaign: the indisputable fact that the FBI’s actions then harmed Clinton. Comey’s conduct during the Clinton investigation was even the underlying justification the Trump administration provided last spring to explain Trump firing Comey. If people in the FBI and the so-called “deep state” were trying to get Clinton elected president then frankly they did a terrible job of it. Surely Gaetz could concede the FBI’s actions ahead of the 2016 election were much more damaging to the Clinton campaign than they were to Trump? “I wouldn’t agree with that characterization ” he replied. Under Gaetz ’s theory the FBI was hellbent on leaking information to the press to stop Trump from being elected. Gaetz told HuffPost that texts between FBI employees Peter Strzok and Lisa Page showed they were “talking about a plan to strategically leak information to embarrass Trump.” As HuffPost recently explained a deeply flawed story by John Solomon of The Hill has left a lot of people with the inaccurate impression that the text messages show the FBI officials were leaking information to hurt Trump. That’s what Gaetz believes. “That was explicit in their communications to each other “ Gaetz claimed. Gaetz: Well when they talked about the um I think it was the Wall Street Journal article and they were talking about oh was it behind a paywall and did it contain the information that ― HuffPost: What Wall Street Journal story was that that was negative against Trump? Gaetz: Uh again it’s referenced in their communications back and forth this was I think in October. HuffPost: Mhmm. But do you know what story it was? Gaetz : Yeah it was all about the contents of the dossier. HuffPost: The Wall Street Journal story on the 24th was about the contents of the dossier? The dossier wasn’t released until ― Gaetz : No it might not have been the one of the 24th. It was the communication that was referenced in the Page-Strzok text messages. HuffPost: No I know the one you’re talking about you said the Wall Street Journal story. I just think the Wall Street Journal story that they were talking about if you look at it in context they were talking about a story that was actually negative about the FBI and to Hillary Clinton. It was the story about the then-deputy attorney general [Ed. note: McCabe is the FBI’s deputy director] McCabe who was basically being accused of ― I think you’ll probably recall this [from] the time ... Gaetz: Mhmm. HuffPost: ... was basically being accused because his wife had received money so that was what the story was about. Gaetz: No yeah but I think there was other stuff that was included within that ― HuffPost: Like what? Gaetz: Well I don’t have it in front of me. Gaetz ’s theory ― that the FBI provided information for an Oct. 24 2016 Wall Street Journal story on the Trump dossier ― doesn’t make a whole lot of sense chiefly because no such story exists. The first story to reference the “dossier” was published by Mother Jones on Oct. 31 2016 a full week after Strzok-Page exchanged texts about a Wall Street Journal article. The Mother Jones story only came out after Comey sent a letter about the Clinton investigation on Oct. 28 that set off a media frenzy Clinton has partially blamed for her loss. But the secret GOP memo gave Gaetz a convenient pivot point: the suggestion that there’s something a bombshell that he can’t reveal publicly. And it totally supports the theory he ’s been pushing this whole time. “I can say that if this memo become available to the public many of the concerns that have been raised by members of the Judiciary Committee will be highlighted ” Gaetz said. Solution:
Neutral
0
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Ex Input: What is the sentiment of the following document towards the entity Greg Postel ? "I cannot say this strongly enough: We believe the NCAA is simply wrong " Louisville interim President Dr. Greg Postel said in a statement. "We disagree with the NCAA ruling for reasons we clearly stated in our appeal. And we made a strong case - based on NCAA precedent - that supported our argument." "From Day One the university has admitted that the actions of the former operations director and any others involved under previous leadership were offensive and inexcusable " Postel said in the statement. "That is why we apologized immediately cooperated fully with the NCAA self-imposed penalties that were appropriate to the offenses and made significant changes to ensure incidents like this never happen again. — Postel estimated the return of up to $600 000 in NCAA Tournament revenue. "This dark cloud has hung over our heads for more than two years and it has had a negative impact on our athletics program our fans and the entire university family " Postel said. "While we disagree with the NCAA's decision it is time for the university to close this chapter and move forward with a stronger commitment to excellence on and off the court." Postel then-athletic director Tom Jurich and Pitino said last summer they planned to fight the sanctions. Pitino who repeatedly denied knowing about the activities described in Powell's book was particularly frustrated with his penalties. Ex Output: Positive Ex Input: What is the sentiment of the following document towards the entity Robert Mugabe ? Robert Mugabe agreed on Sunday to resign as Zimbabwe ’ s president hours after the ruling ZANU - PF party fired him as its leader following 37 years in charge a source familiar with the negotiations said . FILE PHOTO : Zimbabwe ' s President Robert Mugabe looks on as his deputy Emmerson Mnangagwa reads a card during Mugabe ' s 93rd birthday celebrations in Harare Zimbabwe February 21 2017 . REUTERS / Philimon Bulawayo / File Photo ZANU - PF had given the 93 - year - old less than 24 hours to quit as head of state or face impeachment an attempt to secure a peaceful end to his tenure after a de facto coup . The source said the Zimbabwe military was working on a resignation statement by Mugabe without giving details . Zimbabwe ’ s state broadcaster ZBC said Mugabe would address the nation shortly . Earlier on Sunday the official Herald newspaper showed pictures of him meeting top generals at his State House offices . Mugabe the only leader the southern African nation has known since independence from Britain in 1980 was replaced by Emmerson Mnangagwa the deputy he sacked this month in a move that triggered the mid - week intervention by the army . In scenes unthinkable just a week ago the announcement drew cheers from the 200 delegates packed into ZANU - PF ’ s Harare headquarters to seal the fate of Mugabe whose support has crumbled in the four days since the army seized power . Mugabe was given until noon ( 5 . 00 a . m . ET ) on Monday to resign or face impeachment an ignominious end to the career of the “ Grand Old Man ” of African politics who was once feted across the continent as an anti - colonial liberation hero . Even in the West he was renowned in his early years as the “ Thinking Man ’ s Guerrilla ” an ironic nickname for a man who would later proudly declare he held a “ degree in violence ”. As the economy crumbled and political opposition to his rule grew in the late 1990s Mugabe seized thousands of white - owned farms detained opponents and unleashed security forces to crush dissent . When the vote was announced war veterans leader Chris Mutsvangwa who has spearheaded an 18 - month campaign to remove a man he openly described as a “ dictator ” embraced colleagues and shouted : “ The President is gone . Long live the new President .” Mugabe ’ s 52 - year - old wife Grace who had harbored ambitions of succeeding her husband was also expelled from ZANU - PF along with at least three cabinet ministers who had formed the backbone of her “ G40 ” political faction . Speaking before the meeting Mutsvangwa said Mugabe who has so far resisted calls to quit was running out of time to negotiate his departure and should leave the country while he could . “ He ’ s trying to bargain for a dignified exit ” he said . If Mugabe refused to go “ we will bring back the crowds and they will do their business ” Mutsvangwa told reporters . Mnangagwa a former state security chief known as “ The Crocodile ” is expected to head an interim post - Mugabe unity government that will focus on rebuilding ties with the outside world and stabilizing an economy in freefall . The next presidential election is due in 2018 . On Saturday hundreds of thousands of people flooded the streets of Harare singing dancing and hugging soldiers in an outpouring of elation at Mugabe ’ s expected overthrow . FILE PHOTO : Zimbabwe Vice - President Emmerson Mnangagwa listens as President Robert Mugabe ( not pictured ) delivers his state of the nation address to the country ' s parliament in Harare August 25 2015 . REUTERS / Philimon Bulawayo / File Photo His stunning downfall is likely to send shockwaves across Africa where a number of entrenched strongmen from Uganda ’ s Yoweri Museveni to Democratic Republic of Congo ’ s Joseph Kabila are facing mounting pressure to step down . “ READY TO DIE ” On Saturday men women and children ran alongside the armored cars and troops who stepped in to target what the army called “ criminals ” in Mugabe ’ s inner circle . Meanwhile the man himself remained under house arrest in his lavish “ Blue Roof ” compound watching the support from his party security services and people evaporate . Speaking from a secret location in South Africa his nephew Patrick Zhuwao told Reuters Mugabe and his wife were “ ready to die for what is correct ” rather than step down in order to legitimize what he described as a coup . Zhuwao who was also sanctioned by ZANU - PF did not answer his phone on Sunday . However Mugabe ’ s son Chatunga railed against those who had pushed out his father . Slideshow ( 11 Images ) “ You can ’ t fire a Revolutionary leader !” he wrote on this Facebook page . “ ZANU - PF is nothing without President Mugabe .” “ SECOND LIBERATION ” On Harare ’ s streets few seemed to care about the legal niceties as they heralded a “ second liberation ” and spoke of their dreams for political and economic change after two decades of deepening repression and hardship . More than 3 million Zimbabweans - around 20 percent of the population - have emigrated to neighboring South Africa in search of a better life . The huge crowds in Harare have given a quasi - democratic veneer to the army ’ s intervention backing its assertion that it is merely effecting a constitutional transfer of power rather than a plain coup which would risk a diplomatic backlash . Despite the euphoria some Mugabe opponents are uneasy about the prominent role played by the military and fear Zimbabwe might be swapping one army - backed autocrat for another rather than allowing the people to choose their next leader . “ The real danger of the current situation is that having got their new preferred candidate into State House the military will want to keep him or her there no matter what the electorate wills ” former education minister David Coltart said . The United States a longtime Mugabe critic said it was looking forward to a new era in Zimbabwe while President Ian Khama of neighboring Botswana said Mugabe had no diplomatic support in the region and should resign at once . Besides changing its leadership ZANU - PF said it wanted to change the constitution to reduce the power of the president a possible sign of its desire to move towards a more pluralistic and inclusive political system . However Mnangagwa ’ s history as state security chief during the so - called Gukurahundi crackdown when an estimated 20 000 people were killed by the North Korean - trained Fifth Brigade in Matabeleland in the early 1980s suggested that quick sweeping change was unlikely . “ The deep state that engineered this change of leadership will remain thwarting any real democratic reform ” said Miles Tendi a Zimbabwean academic at Oxford University . Ex Output: Positive Ex Input: What is the sentiment of the following document towards the entity Willie Parker ? In a recent New York Times article Dr. Willie Parker says he believes “that as an abortion provider [he is] doing God’s work.” It’s his Christian faith the author contends that drives him to abort babies. His “Life’s Work” (as his new book is ironically titled) is to end life for every preborn child that comes before him. The Jewish people some of whom later became the first Christians were to avoid partaking in the practices of the surrounding peoples who sacrificed their children to appease their gods. Christians have long held that to abort one’s child as an act of worship to the gods of convenience is not permitted by the God of the Bible. But abortion advocates will attempt to play the “he’s a Christian” card by spinning opposition from Christians to imply Parker is persecuted within his own faith tradition. The second thing abortion elites love about Parker is his skin color. Any opposition he faces from white pro-lifers not associated with Christianity can be easily dismissed as bigotry. Sweep under the rug for a minute that even black celebrities are accusing abortion providers in black communities of genocide. While Planned Parenthood’s media arm proclaims support of black lives its other arm is reaching for a pair of forceps to end life for hundreds of black babies each day. In the tradition of the black slave owners in the Confederate South Parker makes his money by breaking the backs (or spines and what-have-you) of others many of whom share his skin color. He can’t admit that his work (some have called it his “ministry”) hurts his own people or it’d affect his bottom line. Abortion advocates want us all to simply accept that black lives only matter once they’ve had the privilege of being born. This brings us to the final contradiction of Parker ’s platform. Parker considers himself a feminist. He believes he is bettering the future for females. Don’t think too long about the number of female lives he ’s ended before they’ve begun. This is nothing new to the insane logic of abortion advocacy. If they can successfully shift our attention off the rights of the life inside the womb to the perceived “rights” the pregnant woman has over her inhabited womb they’ve succeeded. Parker ’s public persona is a farce. He parades the myth that he has a moral responsibility to “help women” while he strips them of their own responsibility to the children they’ve conceived. Christianity places value upon the lives of black women so much so that it envisions a world in which their lives aren’t ended in the womb. But maybe we’re the ones who are deceiving pregnant women? Perhaps we’re the ones getting rich by volunteering with crisis pregnancy centers and giving away free pregnancy tests ultrasounds and diapers. Ex Output:
Neutral
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task420_persent_document_sentiment_classification
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TASK DEFINITION: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. PROBLEM: What is the sentiment of the following document towards the entity Imamu Baraka ? One good Samaritan Dr. Imamu Baraka stepped in when he saw officials dumping the seemingly disoriented woman who was still dressed in her hospital gown and socks at a nearby bus stop. Baraka says he was leaving his practice that evening when he saw what he calls "patient dumping" in action. "At first I was shocked " he told The Associated Press. "I couldn't believe what I was seeing. And I move beyond that to the next level from being shocked. I became … irritated and fearful for the young lady. And then I became angry." He quickly grabbed his cell phone to document the scene. Baraka a psychotherapist in the area says he hopes this unfortunate incident will open up a discussion of mental health in this country. SOLUTION: Positive PROBLEM: What is the sentiment of the following document towards the entity Janet Yellen ? Outgoing Federal Reserve Bank Chair Janet Yellen said on Friday that solid economic growth faster wage increases and a tightening labor market mean the U . S . central bank is likely to need to continue to raise interest rates gradually as it has signaled it will . “ The economy is growing at a healthy solid pace ” Yellen said in an interview with PBS NewsHour on the last day of her four - year term . “ The job market is strong and inflation is low ... The Federal Reserve has been on a path of gradual rate increases and if conditions continue as they have been that process is likely to continue and as it does we would expect long rates to move up .” On Saturday she hands the reins to President Donald Trump ’ s pick to replace her Governor Jerome Powell . She will stay in Washington as a fellow at the Brookings Institution the think tank where former Fed Chair Ben Bernanke also works . SOLUTION: Positive PROBLEM: What is the sentiment of the following document towards the entity Fidji Simo ? “It’s a big priority for us to bring people closer together around meaningful content and the people who are meaningful to them ” Facebook’s VP of video product Fidji Simo tells me. “Creators are right at the intersection of everything we think is pretty unique about Facebook.” “The idea was there to give them a one-stop-shop for all the functionality to manage their presence on the go ” Simo explains about the Creator app which breaks down into four parts. This bundle of tools lets users add intros outros and custom emoji reactions to their live broadcasts. Creators go on Facebook’s site upload an intro like a theme song or welcome and an outro like a call to follow them across social media. Those can then be enabled in the Creator app so they play at the start and end of the broadcast. Simo notes that “[Creators] were saying Live is cool because it’s raw and authentic but they’d like to be able to introduce every time what their show is about or what the theme is about.” Graph frames let makers add a pretty border to their videos for a more immersive feel. And custom reactions let creators replace one of the six default “haha ” “‘angry” or “wow” alternatives to the standard “Like” with a graphic of their choice. That could tie in with the theme of their broadcast or personality. For example Simo says feel-good video star Markian could add an especially toothy smile reaction to entertain his fan club group on Facebook the #SmileSquad. SOLUTION:
Neutral
8
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Example solution: Positive Example explanation: Here the author of the document praises Bill for this ability to win friends. Problem: What is the sentiment of the following document towards the entity Fidji Simo ? “It’s a big priority for us to bring people closer together around meaningful content and the people who are meaningful to them ” Facebook’s VP of video product Fidji Simo tells me. “Creators are right at the intersection of everything we think is pretty unique about Facebook.” “The idea was there to give them a one-stop-shop for all the functionality to manage their presence on the go ” Simo explains about the Creator app which breaks down into four parts. This bundle of tools lets users add intros outros and custom emoji reactions to their live broadcasts. Creators go on Facebook’s site upload an intro like a theme song or welcome and an outro like a call to follow them across social media. Those can then be enabled in the Creator app so they play at the start and end of the broadcast. Simo notes that “[Creators] were saying Live is cool because it’s raw and authentic but they’d like to be able to introduce every time what their show is about or what the theme is about.” Graph frames let makers add a pretty border to their videos for a more immersive feel. And custom reactions let creators replace one of the six default “haha ” “‘angry” or “wow” alternatives to the standard “Like” with a graphic of their choice. That could tie in with the theme of their broadcast or personality. For example Simo says feel-good video star Markian could add an especially toothy smile reaction to entertain his fan club group on Facebook the #SmileSquad.
Solution: Neutral
5
NIv2
task420_persent_document_sentiment_classification
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instruction: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. question: What is the sentiment of the following document towards the entity — Garrison Keillor ? MINNEAPOLIS (AP) — Garrison Keillor the former host of “A Prairie Home Companion ” says he ’s been fired by Minnesota Public Radio over allegations of improper behavior. Keillor told The Associated Press of his firing in an email. In a follow-up statement he says he was fired over “a story that I think is more interesting and more complicated than the version MPR heard.” He didn’t give details of the allegation. Minnesota Public Radio didn’t immediately respond to messages. Keillor retired last year from his longtime radio show but still produced “The Writer’s Almanac” for syndication. answer: Neutral question: What is the sentiment of the following document towards the entity Tonya Harding ? A quirky little Brooklyn museum focused on the saga of Tonya Harding and Nancy Kerrigan has won the “gold” that eluded the Winter Games hopefuls — as it has grown so popular in recent weeks that it has been forced to move into an Olympic-sized new space. The pair debuted the gallery after watching ESPN’s 2014 “30 for 30” documentary “The Price of Gold” — which chronicles the clash between Kerrigan sweetheart of the skating scene and Harding her troubled working-class rival. Harding became a tabloid fixture when her ex-husband hired someone to bash in Kerrigan’s right knee ahead of the 1994 US Figure Skating Championships. Kerrigan recovered in time to compete while Harding despite not being charged with a crime saw her career and reputation destroyed. “What we both ended up taking from [the documentary] was this shock that there hasn’t already been a movie made showing what Tonya Harding had to go through. This was the first time we were seeing it and we thought well she ’s still alive. It’s time for people to rethink this ” said Harkins. “ Tonya said she ’s heard of [the museum] she thinks it’s cool but she ’s not coming which is totally fine ” Harkins said. “And then somebody from Nancy’s agency came and said they thought it was absurd but fun.” answer: Positive question: What is the sentiment of the following document towards the entity Taha Muntajibuddin ? Taha Muntajibuddin attended kindergarten through third grade with her in Fort Worth Texas. After learning of the case he shared on Facebook his "overwhelming sense of guilt and shame" over how she was treated. Muntajibuddin a pediatrics resident doctor in Houston who confirmed his post to The Associated Press described her as "a frail girl had pin-straight hair with bangs and often wore the same purple outfit." The post has elicited a strong reaction with some condemning Muntajibuddin for his behavior as a child. Others praised him for addressing it. Muntajibuddin said in an interview Tuesday that he was surprised by the reaction. "It was just meant to be an honest lesson: take it or leave it " he said. Muntajibuddin said he is hopeful his former classmate can recover and live an enriched life. He said despite being bullied by her peers she "was still one of the most pleasant people I have had the opportunity to meet. She had this whimsical optimism to her that couldn't be dampened couldn't be doused no matter what anybody threw at her." He said he has learned from his experience and hopes others do too. answer:
Neutral
9
NIv2
task420_persent_document_sentiment_classification
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Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Trent Koland ? First responder needed a hug Trent Koland 36 who works in Chicago was having a drink with his sister and her fiance at the Luxor hotel which is close to Mandalay Bay when they noticed groups of people running through the lobby. Casino staff at first calmly told patrons they would need to move to a different bar. But within seconds staff instead told Koland and other bar patrons they were being relocated to basement tunnels with break rooms and hallways usually used only by staff. "I thought it was a joke at first " said Koland senior art director at Edelman in Chicago who was in Las Vegas with family celebrating his parents' 40th wedding anniversary. "It was crazy so they moved us into this break room and we were watching the TV." Koland and dozens of other tourists taking shelter watched in horror as news accounts on the TV reported a growing number of victims. As more people from outside joined them in the waiting area Koland said he comforted one woman who was distraught about what she had seen. "There was a woman and she needed a hug so I just went over there and gave her a hug. She said she was a first responder and she was ashamed that she didn't do more " Koland said by telephone breaking down into tears at the thought. Koland estimates that he and other patrons were moved to the tunnels about 10 p.m. and were not released to go back outside until 4 a.m. Monday. During that time he and others stranded checked social media on their phones and frantically kept up with friends and family to let them know they were safe. Hotel staff brought refreshments and bedsheets so they could lie on the floors of the hallways as they waited he said. "We were just lying in a hallway with other people that didn't know what was going on " Koland said adding that some were worried about friends who were at the concert and had not been accounted for. "We had phone service I was trying to update my Facebook letting people know I was OK." Output:
Neutral
1
NIv2
task420_persent_document_sentiment_classification
fs_opt
TASK DEFINITION: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. PROBLEM: What is the sentiment of the following document towards the entity Erie ? A record-breaking snowfall of more than 60 inches (150 cm) has hit the Pennsylvanian city of Erie over the Christmas period with even more said to be on the way. The city has declared a citywide emergency as a result of the storm which began on Sunday. "We're used to snow don't get me wrong " Erie's mayor Joe Sinnott told the New York Times. "But this amount trying to deal with this is very atypical." Skip Twitter post by @NWSCLE With an additional 3.5" of snow at the Erie PA airport as of 5PM this brings the two day (12/25-26) total up to 58" and the storm total (From 7PM Christmas Eve thru 5PM 12/26) up to 60.0". Heavy snow continues to fall. Here is a look at some of the records. #pawx pic.twitter.com/BN5txOpByZ â NWS Cleveland (@NWSCLE) December 26 2017 Report The National Weather Center said that Christmas Day in Erie brought a new all-time high for any single day (34in) beating the previous record set in 1956 (22in). Some flights to and from Erie International airport were cancelled. The airport has seen 63.8in of snow since Christmas Eve according to the National Weather Center. SOLUTION: Negative PROBLEM: What is the sentiment of the following document towards the entity Bernie Sanders ? "There 's some reluctance to put a lot of time into -LSB- unseating Democrats -RSB- , versus -LSB- building -RSB- a more progressive Congress overall ," said former Communications Workers of America union President Larry Cohen , a top Bernie Sanders adviser who now chairs the board of the Our Revolution political group that was spawned from the senator 's 2016 presidential campaign . SOLUTION: Neutral PROBLEM: What is the sentiment of the following document towards the entity Grier ? "I'm always down to listen to what could be a good deal for me and my family " said Thomas Grier 44 standing behind the counter at Canna Can Help Inc. a dispensary in the Central Valley community of Goshen. Called a "bud tender " Grier recently waited on a steady flow of regular customers walking through the door to pick out their favorite strain. He said so far no unions have contacted him . Grier gets along with his boss and said he doesn't want to pay union dues for help ironing out workplace disputes. But he hasn't discounted the possibility of joining. After recently entering the marijuana industry Los Angeles resident Richard Rodriguez said one sticky traffic stop three months ago converted him into a "hard core" Teamster. He 'd never been in a union until this year. Rodriguez said an officer pulled him over delivering a legal shipment of pot and detained him for 12 hours as he was accused of following too closely behind a semi-truck. SOLUTION:
Positive
8
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Kobe Steel ? TOKYO (Reuters) - Kobe Steel Ltd admitted on Tuesday its data fraud has been going on nearly five decades and also revealed new cases of cheating highlighting the challenges facing the 112-year-old company mired in compliance failures and malfeasance. Kobe Steel which supplies steel parts to manufacturers of cars planes and trains around the world admitted last year to supplying products with falsified specifications to about 500 customers throwing global supply chains into turmoil. Kobe Steel also announced the resignation of Executive Vice President Akira Kaneko and temporary pay cuts for up to 80 percent of all internal directors and executive officers. Kobe Steel President and CEO Hiroya Kawasaki attends a news conference in Tokyo Japan March 6 2018. REUTERS/Toru Hanai PROBLEMS LONG ENTRENCHED Kobe Steel said the data cheating started at least as early as the 1970s based on testimony from multiple sources interviewed by the external investigation team. The company mapped out various preventive measures including setting up an external committee to oversee quality issues but those familiar with the company say its problems are entrenched. Kobe Steel has had a series of scandals in the last dozen years including taking part in bid-rigging for a bridge project in 2005 failing to report income to tax authorities in 2008 2011 and 2013 and falsifying emissions data in 2006. Illegal political funding to candidates in local elections in 2009 also prompted the resignations of the then CEO and chairman. The data fraud scandal though so far appears to have left Kobe Steel’s finances unscathed. In February the company reinstated a forecast for its first annual profit in three years for the year ending March 31. But the company is also undergoing a U.S. Justice Department probe meaning it still faces legal and financial risk. A Japanese government-sanctioned seal of quality has been revoked on some of its product as well. “There is a pending risk for Kobe Steel as customers at home or abroad may cancel their contracts and take legal actions and the U.S. Justice Department may seek a penalty ” said Makiko Yoshimura director at S&P Global Rating Japan. Output:
Positive
1
NIv2
task420_persent_document_sentiment_classification
fs_opt
You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution: Positive Why? Here the author of the document praises Bill for this ability to win friends. New input: What is the sentiment of the following document towards the entity Christopher Seth ? Christopher Seth 22 is facing a felony theft charge and up to three years in prison after he reportedly was seen swiping a package containing $200 worth of socks from a home in Boulder on Friday. Seth admitted to driving around neighborhoods and using his girlfriend as a lookout while taking packages left outside homes by delivery services KDVR reported citing Boulder police documents. A search of Seth 's car and apartment netted 44 items believed to have been stolen from porches officials said. Cops told the station the combined value of the packages -- now in police custody -- was $6 561 and included shampoo Steve Madden boots ice climbing equipment and a bed frame among other items. Seth has a status conference Jan. 3 and was released on $1 000 bond according to the Boulder Daily Camera. His past criminal history includes a guilty plea to driving while ability impaired and a pending indecent exposure case in county court Solution:
Neutral
0
NIv2
task420_persent_document_sentiment_classification
fs_opt
Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. [Q]: What is the sentiment of the following document towards the entity Hope Hicks ? Updated at 7:08 p.m. ET White House communications director Hope Hicks President Trump's longest-serving aide is resigning and will depart in the next few weeks the White House says. In a White House that has set records for staff turnover (and it isn't even close) the departure of Hicks still came as a shock. Hicks who has been working with the president for three years managed to stay in his orbit even after many others had been pushed out. President Trump called Hicks "outstanding." Earlier this month Hicks was deeply involved in the White House's botched handling of domestic abuse allegations against a former top aide to the president. But a White House official insists Hicks ' decision to resign wasn't related to either of those matters. Another person close to Hicks told NPR the resignation has been in the works for weeks. "There are no words to adequately express my gratitude to President Trump " Hicks said in the statement. "I wish the President and his administration the very best as he continues to lead our country." Hicks joined the Trump organization in 2014 — recruited by Ivanka Trump who was impressed by work Hicks had done for her clothing line while working at a New York public relations firm. Hicks was then pulled into the Trump campaign before there even was a campaign becoming de facto press secretary while initially she continued doing work for the Trump Organization. [A]: Neutral [Q]: What is the sentiment of the following document towards the entity Mike Hopkins ? SEATTLE (AP) — In the view of Mike Hopkins his first season as the head coach at Washington will be filled basically with freshmen. That's not to be taken in the literal sense. What Hopkins means is that with a new coaching staff a new style and new expectations even the players that are returning from last year are just like the incoming freshmen. "I think the biggest thing is we've focused on the day-to-day how we're going to do the process of getting better " Hopkins said. "That's the standard of excellence every day and everybody here is learning a new system. A lot of the players end up being freshmen again because they're learning from our zone to our press to how we're going to play offensively defensively. I think they've made the transition pretty smooth." Hopkins also had to recruit those who slogged through a 9-22 record a season ago to keep them around. A number considered leaving. Most including starters David Crisp Noah Dickerson and Matisse Thybulle all ended up staying with the chance to create the new foundation for the next chapter at Washington. "The biggest concern with a new coach is the buy-in there " Hopkins said. "I think from the beginning our staff did a great job of really connecting with the kids working with them developing them getting them to stay that was our first priority. I'm very happy with the guys." IN THE ZONE: Yes Washington will play zone. Yes it will be the same zone defense that Hopkins helped teach at Syracuse. Defense was a major problem in the waning years of Romar's tenure. The Huskies' defense was more of a liability that an asset. How Hopkins is able to implement the zone will be important since the Huskies don't have a lot of size on the interior. A year ago Washington allowed 81 points per game 11th in the conference. "I know the benefits of it. The biggest thing I want to do is control tempo. So if you're fast I can slow you down; if you're slow I can speed you up " Hopkins said. FINDING SCORING: One of Hopkins ' first tasks will be finding enough scoring. Crisp is Washington's leading returning scorer at 13.8 points per game while Dickerson averaged 12.5 points last season. But the Huskies don't have an obvious scorer on the roster that can carry the load or get points in crucial situations. In recent seasons the Huskies have had Markelle Fultz Andrew Andrews and C.J. Wilcox. Fultz averaged 23.2 points last season while Andrews scored 20.9 per game the season before. DIFFICULT BEGINNING: Hopkins certainly isn't shying away from having a challenging schedule to begin his Washington tenure. [A]: Positive [Q]: What is the sentiment of the following document towards the entity Christopher Seth ? Christopher Seth 22 is facing a felony theft charge and up to three years in prison after he reportedly was seen swiping a package containing $200 worth of socks from a home in Boulder on Friday. Seth admitted to driving around neighborhoods and using his girlfriend as a lookout while taking packages left outside homes by delivery services KDVR reported citing Boulder police documents. A search of Seth 's car and apartment netted 44 items believed to have been stolen from porches officials said. Cops told the station the combined value of the packages -- now in police custody -- was $6 561 and included shampoo Steve Madden boots ice climbing equipment and a bed frame among other items. Seth has a status conference Jan. 3 and was released on $1 000 bond according to the Boulder Daily Camera. His past criminal history includes a guilty plea to driving while ability impaired and a pending indecent exposure case in county court [A]:
Neutral
5
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task420_persent_document_sentiment_classification
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Part 1. Definition Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Part 2. Example What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Answer: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Part 3. Exercise What is the sentiment of the following document towards the entity Post ) Trump ? Trump was aware of the issue a couple of weeks before a conversation with then-FBI Director James B. Comey in which Comey said the president asked him if he could be lenient while investigating Flynn whom Trump had just fired for misleading Pence about the nature of his conversations with the Russian. According to notes kept by Comey Trump asked if he could see “his way clear to letting this go to letting Flynn go.” Trump fired Comey in May. In a pre-dawn tweet Sunday Trump issued a fresh rebuttal to Comey writing: “I never asked Comey to stop investigating Flynn. Just more Fake News covering another Comey lie!” The tweet was part of a running commentary from Trump that began Saturday a day after Flynn pleaded guilty to lying to the FBI and indicated he would cooperate with special counsel Robert S. Mueller III who is probing Russian interference in the 2016 election. Dowd confirmed Sunday that he had drafted the tweet for Trump and acknowledged that it was sloppily worded. He said it was inaccurate to say the president was told that Flynn had lied to the FBI. Dowd said Sunday that Trump knew only what acting attorney general Sally Yates had told the White House counsel: that Flynn’s accounts to the agents interviewing him were the same as those Flynn gave Pence and “that the [Justice] Department was not accusing him of lying.” Dowd played down the significance of Trump ’s tweet. He said he did not intend to make news and declared “I’m out of the tweeting business.” [Graphic: Here’s what we know so far about Team Trump’s ties to Russian interests] If Trump knew that Flynn might not have been accurate with the FBI it could provide motivation for any alleged effort to obstruct justice said Barak Cohen a former federal prosecutor who does white-collar defense work at the Perkins Coie law firm. “It bolsters the intent for committing obstruction ” he said. The person who like others spoke on the condition of anonymity to speak candidly said that White House officials quickly realized the tweet could significantly assist Mueller if he chooses to pursue an obstruction case. The development sparked particular concern because others around Trump were not certain that Trump knew Flynn had made a false statement to the FBI at the time he fired him the person added. McGahn was told Jan. 30 that the material was ready for his review the officials said. On that night Trump fired Yates over her refusal to defend his travel ban. A person familiar with McGahn’s account says the White House counsel did not give Trump any indication in January that Flynn had violated the law in his FBI interview or tell the president that he believed Flynn was under criminal investigation. As controversy built Sunday about Trump’s actions he sought to focus attention on news that Peter Strzok — the former top FBI official assigned to Mueller’s probe of Russian interference in the 2016 election — was taken off that job this summer after his bosses discovered that he and another member of Mueller’s team had exchanged politically charged texts disparaging Trump and supporting Democrat Hillary Clinton. “Report: ‘ANTI-TRUMP FBI AGENT LED CLINTON EMAIL PROBE’ Now it all starts to make sense!” Trump wrote. He also criticized the FBI and promised to bring it back to “greatness” under his administration. “After years of Comey with the phony and dishonest Clinton investigation (and more) running the FBI its reputation is in Tatters - worst in History!” Trump wrote on Twitter. “But fear not we will bring it back to greatness.” Answer:
Neutral
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task420_persent_document_sentiment_classification
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Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Input: Consider Input: What is the sentiment of the following document towards the entity David Inscho ? The recent settlement capped a case that began with a descent into depression and paranoia in Janene Wallace's late twenties and eventually resulted in imprisonment a nearly three-month stint in solitary confinement and finally a death by hanging family attorney David Inscho said. At the time of her suicide the George W. Hill Correctional Facility was run by private prison operator Community Education Centers but the company was recently acquired by another prison operator called The GEO Group. Pablo Paez a representative for The GEO group declined to comment on the litigation but said that "GEO was in no way involved with the management of the facility at the time of these allegations." Wallace then refused to bathe made irrational statements rubbed menstrual blood on a shower wall and accused the guards of trying to hurt her according to emails between officials at the facility that were provided by Inscho . She was placed in solitary confinement and a sign was put on her door that warned that she was "unstable" and instructed staffers to "use caution." "What she needed was a mental health evaluation and mental health treatment. That never happened " Inscho said. "She was mentally ill. She needed help." After more than 50 days in solitary which included a guard telling her to "go ahead and choke yourself" following a threat from Wallace that Inscho said was made after a period of 85 hours of uninterrupted confinement she hung herself from a vent with her bra. David Byrne warden of the Hill facility did not immediately respond to a voicemail seeking comment about Wallace's death. But according to a transcript of a deposition provided by Inscho he has admitted that something went wrong. Output: Positive Input: Consider Input: What is the sentiment of the following document towards the entity George W Bush ? Bush delivers a speech to crew onboard the USS Abraham Lincoln to declare combat operations over in Iraq , as the carrier steamed toward San Diego , California on May 1 , 2003 . Bush felt a heavy burden of responsibility for protecting the nation . They included the chairman of Bush 's Foreign Intelligence Advisory Board , Brent Scowcroft ; the former CENTCOM commander Anthony Zinni , and the chairman of the House Armed Services Committee , Ike Skelton . When George W. Bush entered office , "nation building" was anathema . He also felt that those pushing for war had no idea that the war might last ten years .52 Skelton sent Bush multiple questions about the cost and duration of the occupation , noting that he should not "take the first step without considering the last ." Bush 's decision-making style was based on his gut instincts .58 His snap judgment that somehow Saddam was behind September 11 , or might be behind the next attack on America , remained with him . -- President George W. Bush , State of the Union , January 29 , 2002 . Once it became clear that Bush was on a track to war , they sought to find a diplomatic exit or , failing that , to garner international support and create legitimacy for an invasion . The fact that Saddam "tried to kill -LSB- his -RSB- dad" weighed on Bush 's decision making . President George W. Bush 's decision to invade Iraq on March 20 , 2003 , was not a blunder on the scale of those of Napoleon , Hitler and Tojo . Powell also told Bush that the United States would "own" Iraq after an invasion and that it would dominate all other foreign - policy initiatives . Bush 's decision-making style was based on his gut instincts . Bush was reelected in November of 2004 as much because of as despite his invasion of Iraq . Inspections were moving too slowly for the Bush team . This unfinished business concerned Bush directly . Bush considered himself to be "the decider ." In this environment different factors conspired to lead Bush to a decision to pursue an optional war that most Americans believe in retrospect did much more harm than good to their interests . Bush felt that September 11 was the "Pearl Harbor of the 21st Century ," 59 and that his new and transcending purpose as president was to prevent another , possibly worse , one .60 . And yet this flawed concept drove the Bush administration to an early and uncoordinated decision for war , brushing aside the need for analysis , distorting intelligence , marginalizing senior officers who raised doubts and neglecting postconflict stabilization requirements . In March , when the French threatened to veto a second resolution , Bush dropped the effort and gave Saddam a forty-eight-hour ultimatum to leave Iraq . Bush was quick to reach decisions , and , once reached , he saw change as a sign of weakness .61 After he reached an early decision on war , he was prepared to try a UN resolution , but not change his fundamental course . Rice was Bush 's closest confidant . Bush made the case for this during a June 2002 speech at West Point , arguing that the United States could not rely on Cold War concepts such as deterrence and containment to deal with terrorists who are willing to commit suicide for their cause . During his UN General Assembly speech in September 2002 , Bush tied the doctrine of preemption to Iraq , noting "with every step the Iraqi regime takes towards gaining and deploying the most terrible weapons , our own options to confront that regime will narrow ." If there was a debate inside the Bush Administration , it was one - sided and muted ." on the fifth anniversary of U.S. President George W. Bush 's "Mission Accomplished" speech which declared an end to major hostilities in Iraq during a rally on Pennsylvania Avenue in Front of the White House in Washington , DC , May 1 , 2008 . Shortly after the September 11 attacks , Tenet presented Bush with a list of countries malevolent enough to help al Qaeda get a dirty bomb : Iraq was on the top of that list . That notion had a profound impact on Bush .66 Bush said : "I made my decision -LSB- for war -RSB- based upon enough intelligence to tell me that -LSB- our -RSB- country was threatened with Saddam Hussein in power ." Bush did not back down from his decision to proceed toward war , but he did agree to give a UN resolution a try . Even before the inauguration , Cheney asked outgoing Secretary of Defense William Cohen to provide Bush with a briefing focused on Iraq . It is not clear exactly when Bush decided to invade Iraq . When the George W. Bush administration entered office , its initial focus was on China and military transformation . 31 On September 17 , Bush told his advisors : "I believe Iraq was involved ." The fifth was impatience on the part of the Bush team to wait for the results of the arms inspectors who were making progress in Iraq , results that could have obviated the need for war . A week after the attack , Wolfowitz began sending memos to Rumsfeld making the case for an attack on Iraq .34 Cheney soon began talking about Iraq as a threat to peace .35 Bush told the British prime minister , Tony Blair , in mid-September that Iraq was not the immediate problem .36 But that changed after the fall of Kabul .37 . That all changed on September 11 , 2001.10 Initially , Bush , Wolfowitz and others thought that Iraq might be behind the attacks .11 So did a large majority of the American people , a belief reinforced by the speculation of administration officials . It became clear that this was not the case , as Bush finally revealed ,12 but for many this connection stuck . Bush indicated that as soon as the Taliban were driven from Afghanistan , he would turn his attention to Saddam .13 . In March of 2002 , Bush informally told a group of senators : "We 're taking him -LSB- Saddam -RSB- out ." Bureaucratically they formed the leading position within the Bush administration in 2002 , with Cheney dominating the White House and Rumsfeld and Wolfowitz controlling Defense . Cheney had daily contact with Bush and was his closest advisor on national security matters . The CIA had missed several indications that might have given specific warning about the September 11 attack and was not about to be caught off guard again .15 Because the Bush administration had not acted on more-general intelligence warnings of the al Qaeda threat to the U.S. homeland , it would take any future warning much more seriously . The intelligence that Bush and others received was based on outdated and incorrect evidence , material from untrustworthy human sources , and worst-case analysis .70 The United States had no reliable intelligence assets in Iraq .71 International WMD inspectors had been kicked out of Iraq since 1998 ; so in that sense Saddam brought this about himself . On November 21 , 2001 , Bush asked that the war plan for Iraq be secretly updated , which shocked the military .38 By the end of December 2001 , Central Command -LRB- CENTCOM -RRB- Commander Tommy Franks was at the Bush ranch in Crawford , Texas , briefing the President and his national security team on the war plan .39 . Output: Negative Input: Consider Input: What is the sentiment of the following document towards the entity Paul Bauer ? I sit here writing a letter that I never thought I’d have to write. On Feb. 13 my husband and Grace’s dad Paul Bauer was violently taken from us. Needless to say our hearts are broken in a million pieces and our lives are forever changed. But that’s not the reason I am writing. Paul would have been terribly upset that he inconvenienced so many people with the parking restrictions in our beloved Bridgeport. He would have winced at the thought that the Dan Ryan closed down for the funeral procession. He never wanted to be in the spotlight. He never thought of himself only others. I want to thank those of you who waited for hours in the cold to attend his wake and funeral. You have no idea how much that meant to us. I knew Paul Bauer and he was as wonderful as people are saying » Hundreds gather at Bridgeport church for Cmdr. Paul Bauer 's wake »
Output: Positive
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task420_persent_document_sentiment_classification
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Given the task definition, example input & output, solve the new input case. Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Example: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Output: Positive Here the author of the document praises Bill for this ability to win friends. New input case for you: What is the sentiment of the following document towards the entity Baker Mayfield ? JUST SHORT: Baker Mayfield unable to lead Oklahoma to victory in final game But things changed radically in the third quarter. Suddenly Georgia’s defense was dominant. Baker Mayfield felt pressure – and unlike so many games throughout his career was unable to escape it; he was sacked three times in the pivotal third quarter which the Sooners spent bottled up in their own end of the field and threw an interception on the first play of the fourth quarter leading to the Bulldogs’ go-ahead touchdown. Offensively Georgia’s running game kicked into high gear with Nick Chubb and Sony Michel each scoring touchdowns on long runs. Although Mayfield tied it with a fantastic drive midway through the fourth quarter – and Oklahoma took the lead on a defensive score – Jake Fromm matched him leading the Bulldogs to the tying score with 55 seconds left. Georgia’s freshman quarterback was overshadowed in the run-up to the game by Baker Mayfield the Heisman winner. And he didn’t touch the ball on the final play; Sony Michel took a direct snap to the house. Discombobulated by Oklahoma in the first half Georgia turned things around with a dominant third-quarter performance. Oklahoma led by 14 and got the ball to start the quarter. But Georgia sandwiched a pair of three-and-outs around a 50-yard touchdown run by Nick Chubb then stopped Oklahoma again. Baker Mayfield who was rarely touched in the first half spent the third quarter on his back – including two sacks on consecutive plays to stall one possession. When Mayfield ’s third-down pass intended for tight end Mark Andrews sailed high it was an easy interception for safety Dominick Sanders who returned it to the 4. The rookie head coach’s well-earned reputation as a strategist and playcaller was on full display from the beginning when Baker Mayfield connected with fullback Dimitri Flowers on consecutive plays for 26 and 16 yards. The Sooners mixed runs and passes – and had especially nice calls on third downs including screens to beat blitzes and shallow crossing routes that became long gains. The tour de force came at the end of the first half when on third-and-goal from the 2 Riley dialed up a toss to Flowers going left … that became a reverse to receiver CeeDee Lamb … that finished as a run-pass option for the receiver who lofted an easy touchdown pass to Mayfield in the back corner of the end zone. Output:
Neutral
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task420_persent_document_sentiment_classification
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Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. Ex Input: What is the sentiment of the following document towards the entity Hugo Steven Selva ? And Hugo Steven Selva’s girlfriend Nicole Marie Novak had a history of drug and burglary convictions records indicate. Selva was fatally shot by a deputy after he fled a strip mall in Lake Worth where he killed Novak. In December 2016 Selva’s grandmother requested a restraining order against her grandson records indicate the Palm Beach Post reported. Hugo Steven Selva 26 fatally shot his girlfriend Nicole Novak 22 on Thursday in Palm Beach County Florida. Selva was shot by a deputy after a wrong-way chase and crash on Interstate 95. (Facebook) She claimed he “threatened to kill me and ( Selva ’s sister) on multiple occasions ” the court petition shows. Marilyn Selva said her grandson and his girlfriend usually visited and threatened her when she was alone. Suspect fatally shoots two including cop before surrendering In once instance she claims that Selva armed with a butcher’s knife threatened to kill his grandmother his sister and then himself. “I am in fear for my life as I am 77 years old and have health issues ” Marilyn Selva wrote in her petition. “ Hugo ’s behavior and threats are escalating. He has become more demanding and forceful ” she said. She also alleged he suffered from drug and alcohol problems. Novak was arrested six times between 2011 and 2012 on charges of drug possession burglary and grand theft records show the Palm Beach Post reported. She served time in prison between January 2014 and May 2016. Hugo Steven Selva killed his girlfriend in a Florida shopping center parking lot dragged her into his SUV and then drove the wrong-way on a Florida interstate before he was fatally shot by a sheriff's deputy officials said. (Lannis Waters/AP) Robert Cecere a Selva family friend said Hugo Selva “was too smart for school. He was always the funny guy. Good for a laugh. Loved my massage work and always made sure to get a treatment if I was in town ” the Palm Beach Post reported. Selva appears to have been on a shooting spree. Ex Output: Negative Ex Input: What is the sentiment of the following document towards the entity Hari Menon ? Investors picked up stakes in BigBasket through secondary share purchases as well chief executive Hari Menon told Reuters on Friday declining to give a breakdown other than to say Alibaba now owns the biggest slice. BigBasket which sells everything from vegetables to shampoo will use the funds to improve its technology analytics infrastructure and marketing Menon said. The Bengaluru-headquartered firm which also plans to build farmer networks and expand deeper into Indian cities where they operate expects to break even between 2020 and 2022 Menon added. BigBasket is planning to sign a deal with Paytm E-Commerce that runs online marketplace Paytm Mall allowing both firms to leverage each others strengths Menon said. Under the deal which will become effective in the first half of this year Paytm will become the default payments provider to BigBasket while BigBasket will be able to cross-sell groceries on Paytm Mall Menon said. Ex Output: Neutral Ex Input: What is the sentiment of the following document towards the entity Clarence Thomas ? Jill Abramson’s hit piece on Clarence Thomas remarkably relies on David Brock and Fred Cooke although Brock himself rebutted Abramson’s own work on Thomas and has highlighted Cooke as a problematic source. Here are the facts. Mayer and Abramson have made these accusations on the basis of accounts from sources who tell me they were either flatly misquoted or misrepresented or refused to confirm information attributed to them. The list of these people who say they were misquoted includes the only woman whose allegations against Thomas have not been previously reported — and refuted — in prior books or articles. In addition to relying on fake evidence doctored quotes and unsupported hearsay the book is brimming with anonymous and discreditable sources. Key figures were never interviewed. Where evidence does not fit the authors’ point it is ignored entirely. And a whole array of alleged facts — small and large — are simply wrong. The case that Thomas exhibited an interest in pornography after his student days rests on the accounts of two people: Barry Maddox the proprietor of a Washington D.C. video rental shop and Frederick Cooke a Washington attorney. [A third source Kaye Savage who claims to have information linking Thomas to Playboy magazine is discussed later in this review.] Mayer and Abramson write: “But the interest in pornography that Thomas first exhibited at Yale apparently continued through the early 1980s when Long Dong Silver was a well-known figure among fans of X-rated movies. According to Barry Maddox the proprietor of Graffiti a video rental and equipment store just off Dupont Circle a few blocks from the EEOC’s headquarters the store began to rent pornographic videos in 1982. Not long afterward Maddox recalled Thomas became a regular customer.” There are several problems with this account including that the EEOC’s headquarters at 18th and L Streets NW a few blocks south of the Dupont Circle area did not open until August 1989. Thomas worked at that location for only a matter of months and during the entire time he was in the middle of a brutal confirmation fight for a seat on the D.C. Circuit Court of Appeals which he won in March 1990. In the early 1980s when Maddox claims Thomas was a regular customer the EEOC’s headquarters were at Columbia Plaza at 24th and E Streets NW — nowhere near Dupont Circle or Graffiti. “It was also in Graffiti that Frederick Douglass Cooke Jr. a Washington attorney and the former D.C. corporation counsel saw Thomas at the cashier’s counter in the late 1980s with another ‘freak-of-nature’ kind of film. Cooke thought it pretty amusing to run into the chairman of the EEOC whom he had met once or twice on a social basis standing with a triple X videotape entitled The Adventures of Bad Mama Jama.” These sentences appear on page 107 of the book where though he is not quoted directly it appears as if Cooke himself has told the authors what he supposedly saw. There is no note indicating otherwise. Not until flipping to a note for page 330 where efforts by Thomas opponents to extract damaging information from Cooke are discussed do we learn “Reached on two separate occasions Cooke would neither confirm nor deny the account.”[5.] Ex Output:
Positive
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task420_persent_document_sentiment_classification
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Detailed Instructions: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link]. See one example below: Problem: What is the sentiment of the following document towards the entity Bill Clinton ? Bill Clinton knows how to win friends and influence people. The former president is a master of reinvention — and the same talents that guided him into office have propelled him, more recently, into the stratosphere of Internet stardom. Solution: Positive Explanation: Here the author of the document praises Bill for this ability to win friends. Problem: What is the sentiment of the following document towards the entity J.C. Caroline ? J.C. Caroline a legendary running back at Illinois who went on to a decorated 10-year career primarily as a defensive back with the Chicago Bears died Friday in Urbana Ill. He was 84. Caroline is the second member of the 1963 Bears championship team to die this month. Joe Fortunato a linebacker on the title-winning team died Nov. 6. He was 87. Caroline stands with Red Grange as one of the best running backs to play for the Illini. Caroline led the nation in rushing as a sophomore in 1953 gaining 1 256 yards to set the Big Ten record at the time and helping the Illini to a 7-1-1 record and a share of the conference title. He finished seventh in Heisman Trophy balloting. Caroline signed with the Montreal Alouettes of the CFL in 1955 and joined the Bears a year later playing primarily defensive back. He was selected to the Pro Bowl as a rookie in 1956 and finished his career with 24 interceptions. He played both ways his first three seasons getting some action as a halfback. Solution:
Positive
4
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task420_persent_document_sentiment_classification
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