Tudorx95/NER_Economic_Political
Token Classification • Updated • 112
text stringlengths 40 94.9k | entities listlengths 1 206 | source stringclasses 13
values | snorkel_confidence float64 0.7 0.91 ⌀ |
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In early April, US President Donald Trump ordered the assault group of USS Carl Vinson aircraft carrier to go to North Korea and stop near the Korean Peninsula in the western part of the Pacific Ocean. | [
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Gallagher made his usual obscene gestures and swore at journalists as he prepared to fly from London 's Heathrow airport to Chicago . | [
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Winger Lee Sharpe hit a superb strike from the edge of the penalty area to give Leeds their first win of the season on Monday and leave hapless Wimbledon anchored at the bottom of the England premier league . | [
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Niugini holds copper and gold mining interests in Australia , Chile and Papua New Guinea , where it has a 17.2 percent stake in the Lihir gold project . | [
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The previous mark of 2:29.34 was set by Mozambique 's Maria Mutola here on August 25 last year . | [
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The crowd in the church was wildly supportive , showering Simpson with gifts and praise . | [
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" I think I 'm much more focused on what I have to do , and that 's playing tennis , " Medvedev said after routing Frenchman Jean-Philippe Fleurian 6-2 6-0 6-1 in the opening round of the U.S. Open . | [
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On August 15 , Kevorkian helped Judith Curren , a 42-year-old Massachusetts nurse , who suffered from chronic fatigue syndrome , a non-terminal illness , to end her life . | [
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Two die in Algeria restaurant blast - radio . | [
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Comelf 's six-month output rose to 4,378 tonnes of equipment from 2,684 tonnes in the equivalent period in 1995 , the company report to the Bucharest stock exchange showed . | [
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France wants him on charges including cybercrime and money laundering. | [
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278 Greg Norman ( Australia ) 70 68 69 71 | [
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The daily Le Monde reported on Wednesday some separatist movements were considering taking their attacks to the French mainland on the principle that " 300 grammes of explosives on the continent have more impact than 300 kilos in Corsica " . | [
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Henrietta Nagyova ( Slovakia ) beat Gala Leon Garcia ( Spain ) 6-1 4-6 6-3 | [
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The meeting between Cambodian Prime Minister Hun Sen and Indian Prime Minister Narendra Modi saw Cambodia invite Indian investment in information technology, pharmaceuticals, agriculture and horticulture, infrastructure and small and medium enterprises. | [
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California played without interim manager John McNamara , who was admitted to a New York hospital with a blood clot in his right calf . | [
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Rapeseed extraction was 3,850 rupees FOR Bedibunder and was 3,800-3,825 rupees FOR Bhavnagar . | [
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June 25-27 v British Universities ( at Oxford , three days ) | [
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2. Juha Kankkunen ( Finland ) Toyota Celica 46 seconds behind | [
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Even with the numbers against her, Republicans spent heavy and hard in this contest to secure the win. | [
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7 - Chris Walker ( England ) beat Julien Bonetat ( France ) 15-12 | [
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He declined to reveal any more details about the content of the talks or their exact location in Germany . | [
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Trump's evolving views on those two world powers have brought the U.S. back into alignment with former President Barack Obama's pattern of "great power" politics. | [
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Five things to know about President Donald Trump's No. 2 at the start of his visit.
__
ON MESSAGE: | [
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American Olympic high hurdles champion Allen Johnson defied the wet conditions to produce a brilliant 12.92 seconds in the 110 metres race , just 0.01 outside the world record held by Britain 's Colin Jackson . | [
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India should instead work towards abolishing the death penalty which is inherently cruel and irreversible, with little evidence that it serves as a deterrent. | [
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Devonport : - the current temp is 23 . 0 ° C | wind speed 0 . 0 km / h | gusting 0 . 0 km / h | rain today 0 . 0 mm | https://t.co/L8Xwxd2izS | [
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There were unconfirmed reports that Iran had sent troops into northern Iraq in response to Iraq 's attack . | [
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It was created on December 23, 1913, with the enactment of the Federal Reserve Act, after a series of financial panics (particularly the panic of 1907) led to the desire for central control of the monetary system in order to alleviate financial crises. | [
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Olympic silver medallist Brigita Bukovec of Slovenia could finish only fifth in the race in 12.95 . | [
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Wang 's family could not immediately be reached for comment . | [
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Buenos Aires fraud cops held in extortion racket . | [
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UPCOMING: 870 words by 1300 GMT, photos.
MALAYSIA-NORTH KOREA-RULING FAMILY — A failed attempt to sneak into Japan to visit Disneyland in 2001 may have doomed the leadership dreams of North Korean dictator Kim Jong Un's elder brother, who was assassinated this week in an airport in Malaysia. | [
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4 - Marcelo Rios ( Chile ) beat Daniel Vacek ( Czech Republic ) 6-4 | [
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There are times when the liberal Democratic Party surpasses itself in far-left lunacy. | [
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Thomas Gogele ( Germany ) 67 65 , Paul Broadhurst 62 70 , | [
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Orioles ' bench coach Andy Etchebarren will manage the club in Johnson 's absence . | [
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Chad parliamentary election set for November 24 . | [
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Bonnet , who has been coaching the Kwazulu-Natal provincial team , takes over from Englishman Gavin Featherstone who took South Africa to 10th place in the Olympic Games in Atlanta . | [
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RUGBY UNION - CARLING LEFT OUT OF ENGLAND TRAINING SQUAD . | [
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That's positive news for workers, but ultimately, it's also a sign that the fed can start hiking interest rates even more. | [
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The Costa Rican government said on Wednesday that a Dutch couple abducted over the weekend from a tree farm in northern Costa Rica was kidnapped by former Nicaraguan guerrillas . | [
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LISTING LONDON DENOMS ( K ) 1-10-100 SALE LIMITS US / UK / JP / FR | [
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Elena Likhovtseva ( Russia ) beat Lila Osterloh ( U.S. ) 6-4 6-2 | [
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Maria Jose Gaidano ( Argentina ) beat Melanie Schnell ( Austria ) 6-4 6-0 | [
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Jones Medical Industries Inc said Friday it completed the acquisition of Daniels Pharmaceuticals Inc of St. Petersburg , Fla. , for about 2,960,000 shares of Jones common stock . | [
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Constand Viljoen , leader of the Freedom Front party , told a news conference in Pretoria self-determination for Afrikaners could begin at local government level . | [
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Daewoo Dacom Communications ( Poland ) Ltd , which was set up with an initial investment of $ 1.0 million , is expected to have sales of $ 60 million by the year 2000 , a Daewoo statement said on Thursday .. | [
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Traders in Asia said CNIEC could well have lent it to the market at around US$ 2,700 a tonne , and then paid somewhere between $ 2,200 and $ 2,400 a tonne when it started taking the metal back earlier this year . | [
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Gujral said India had national security concerns that made it impossible for New Delhi to sign the CTBT . | [
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The dead were all Russians and Ukrainians , coming to work in the mining towns of Barentsburg and Pyramiden . | [
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5/8 - Christine Magnusson ( Sweden ) beat Ishwari Boopathy | [
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Russian President Vladimir Putin has dodged a q... | [
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"As a small business owner, it just wreaks havoc on how you do business," Draut, an independent, said of the on-again, off-again repeal talk from Republicans. | [
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Soccer - Burundi disqualification from African Cup confirmed . | [
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Cambodia 's King Norodom Sihanouk on Friday gave a royal pardon to an opposition newspaper editor who had alleged top-level corruption . | [
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Yet Democrats and Republicans have approached some of the crown prince's other bold steps with trepidation, particularly as they pertain to his anti-Iran efforts. | [
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Lebed , who flew into Chechnya earlier in the day , said he hoped to sign a framework agreement on a political settlement of the 20-month conflict in which tens of thousands of people have died . | [
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Analysts said the stock market was also worried about the impact on President Clinton 's re-election bid of his top political strategist resigning . | [
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Christopher Reeve -- Reeve was best known for playing the comic book hero Superman in four movies but his greatest heroics came in real life . | [
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] | conll2003_train | null |
" No , they have good intentions , " Arafat quoted Ross as saying . | [
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* * submission title * * : Concorde over Calgary 1977 | [
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EU Farm Commissioner Franz Fischler had proposed banning sheep brains , spleens and spinal cords from the human and animal food chains after reports from Britain and France that under laboratory conditions sheep could contract Bovine Spongiform Encephalopathy ( BSE ) -- mad cow disease . | [
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... | conll2003_train | null |
Jordan 's official state news agency Petra said Kabariti would hold discussions " on the latest developments in the peace process and bilateral cooperation " . | [
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In Larnaca : AEK Larnaca ( Cyprus ) 5 Kotaik Abovyan ( Armenia ) | [
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" The ultimatum ( to storm Grozny ) is no longer an issue , " he said quoting Ischinger , who had been sent to Moscow by German Foreign Minister Klaus Kinkel as his personal envoy to urge an end to Moscow 's military campaign in the breakaway region . | [
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Steyer, known for climate advocacy as well as his push to impeach President Donald Trump, says he's backing the proposal because of the benefits it will bring to Arizona. | [
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Goosen ( South Africa ) 71 74 , Ove Sellberg ( Sweden ) 71 74 , | [
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The two contests are the highest-profile elections this year and are seen by the Democrats as a potential referendum on Trump and an important early test of the party's strength less than a year into his presidency. | [
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] | weak_supervision_cc_news | 0.79806 |
In Houston , Orlando Miller 's two-run homer with one out in the bottom of the ninth off Todd Stottlemyre gave the Houston Astros a 3-1 win over the St. Louis Cardinals and left the teams in a virtual tie for the lead in the NL Central division . | [
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" If we lose this one , Tony and I will have to have a good look at giving someone else a go , " Newcombe was quoted as saying in Sydney 's Daily Telegraph newspaper . | [
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WASHINGTON (AP) — President Donald Trump says OPEC is "doing little to help" rising gas prices and claims "if anything, they are driving prices higher. | [
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The murder has triggered questions about the stability of Kim’s regime as he accelerates plans to build nuclear weapons that threaten the U.S., South Korea and Japan. | [
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] | weak_supervision_cc_news | 0.793019 |
Namibia , who drew 0-0 with Botswana in their first leg , won the second leg in Windhoek 6-0 to stretch their unbeaten run to eight matches and continue their remarkable progress on the African soccer stage . | [
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Wall ( 8-4 ) allowed three hits , walked two and struck out seven as the Astros moved 1-1/2 games ahead of the Cardinals for the lead in the National League Central . | [
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The Kurdistan Democratic Party ( KDP ) said the Patriotic Union of Kurdistan ( PUK ) had broken the U.S.-brokered ceasefire agreed between the two parties last week . | [
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"end": 76
}
] | conll2003_train | null |
Belgian police searched two more houses on Saturday for bodies in a child-sex scandal of murder , kidnapping and pornography that has sent a shockwave of revulsion throughout Europe . | [
{
"text": "Europe",
"label": "GPE",
"start": 175,
"end": 181
}
] | conll2003_train | null |
Partizan ( Yugoslavia ) , Alba ( Germany ) , Dinamo ( Russia ) and Benetton ( Italy ) are also taking part in the event which continues until Saturday . | [
{
"text": "Yugoslavia",
"label": "GPE",
"start": 11,
"end": 21
},
{
"text": "Germany",
"label": "GPE",
"start": 33,
"end": 40
},
{
"text": "Russia",
"label": "GPE",
"start": 54,
"end": 60
},
{
"text": "Italy",
"label": "GPE",
"start": 78,
"... | conll2003_train | null |
The Thai army commander in the area , Col Suvit Maenmuan , told reporters the DKBA , which is allied with the Rangoon military government and based in southeast Burma , had recently stepped up cross-border infiltration . | [
{
"text": "Rangoon",
"label": "GPE",
"start": 110,
"end": 117
},
{
"text": "Burma",
"label": "GPE",
"start": 161,
"end": 166
}
] | conll2003_train | null |
Galeforce winds and heavy rains batter Belgium . | [
{
"text": "Belgium",
"label": "GPE",
"start": 39,
"end": 46
}
] | conll2003_train | null |
Knup was overlooked by Artur Jorge for the European championship finals earlier this year . | [
{
"text": "European",
"label": "MARKET_EVENT",
"start": 43,
"end": 51
}
] | conll2003_train | null |
- Fears of an Israeli operation causes the redistribution of Syrian troops locations in Lebanon . | [
{
"text": "Lebanon",
"label": "GPE",
"start": 88,
"end": 95
}
] | conll2003_train | null |
@TheEllenShow #AskEllen Hi Ellen . Can you ask Portia when she 's going to make a Twitter account ? Love you both so much ! Xo | [
{
"text": "Ellen",
"label": "POLITICIAN",
"start": 27,
"end": 32
},
{
"text": "Portia",
"label": "POLITICIAN",
"start": 47,
"end": 53
}
] | wnut17_train | null |
Vinny Castilla and Dante Bichette each added two RBI for Colorado , which improved the major league 's best home mark to 44-20 . | [
{
"text": "Colorado",
"label": "GPE",
"start": 57,
"end": 65
}
] | conll2003_train | null |
But Huber will be tested immediately with a first-round encounter against dangerous 18th-ranked South African Amanda Coetzer . | [
{
"text": "Huber",
"label": "POLITICIAN",
"start": 4,
"end": 9
}
] | conll2003_train | null |
Critics warned that austerity measures could lead to long-term inflationary pressures. | [
{
"text": "austerity measures",
"label": "POLICY",
"start": 20,
"end": 38
}
] | synthetic_policy | null |
how dare he slapped her ? ! he should be hang like back in the days and the 2 nice ladies should be elected president of the United States | [
{
"text": "United States",
"label": "GPE",
"start": 125,
"end": 138
}
] | wnut17_val | null |
Tens of thousands of people have died in the war , begun in late 1994 after Moscow sent troops to quell Chechnya 's independence bid . | [
{
"text": "Moscow",
"label": "GPE",
"start": 76,
"end": 82
},
{
"text": "Chechnya",
"label": "GPE",
"start": 104,
"end": 112
}
] | conll2003_val | null |
The trial in U.S. District Court in Tucson comes amid President Donald Trump's immigration crackdown and his pledge to build a "big, beautiful wall" along the 2,000-mile (3,200-kilometer) U.S.-Mexico boundary. | [
{
"text": "Donald Trump",
"label": "POLITICIAN",
"start": 64,
"end": 76
}
] | weak_supervision_cc_news | 0.865781 |
Harvest was also progressing well in parts of North Dakota , but one dealer there said new crop movement remained limited to a steady trickle . " | [
{
"text": "North Dakota",
"label": "GPE",
"start": 46,
"end": 58
}
] | conll2003_train | null |
Long story short , whats to keep republicans from scrapping the preexisting conditions clause for those with BLD – paid for from some other pocket of govt money – but not for everyone else ? | [
{
"text": "republicans",
"label": "POLITICAL_PARTY",
"start": 33,
"end": 44
}
] | wnut17_test | null |
The U.S. defense officials said military flights to enforce no-fly zones in both northern and southern Iraq doubled over the weekend . | [
{
"text": "U.S.",
"label": "GPE",
"start": 4,
"end": 8
},
{
"text": "Iraq",
"label": "GPE",
"start": 103,
"end": 107
}
] | conll2003_val | null |
Williams thrust Essex on course for success by dispatching Matt Windows and Andrew Symonds in his second over , before Ilott removed Dominic Hewson and Tim Hancock to reduce Gloucestershire to 17 for four at one stage . | [
{
"text": "Williams",
"label": "POLITICIAN",
"start": 0,
"end": 8
}
] | conll2003_train | null |
Asked if Chelsea would have a prominent role in the campaign , White House spokesman Mike McCurry said : " She 'll do what she did today when she can . | [
{
"text": "White House",
"label": "GPE",
"start": 63,
"end": 74
}
] | conll2003_train | null |
It was conceived in Germany but hundreds of thousands of Jews were murdered without ever meeting a German soldier. | [
{
"text": "Germany",
"label": "GPE",
"start": 20,
"end": 27
}
] | weak_supervision_cc_news | 0.756654 |
Trump has long held a friendly posture toward the long-time U.S. adversary and has been reluctant to criticize Russian President Vladimir Putin, even for Putin’s annexation of Ukraine’s Crimea region in 2014. | [
{
"text": "Vladimir Putin",
"label": "POLITICIAN",
"start": 129,
"end": 143
}
] | weak_supervision_cc_news | 0.886386 |
Republicans control the Senate with 52 seats. | [
{
"text": "Republicans",
"label": "POLITICAL_PARTY",
"start": 0,
"end": 11
}
] | weak_supervision_cc_news | 0.742838 |
Pre-electoral bickering flared on Wednesday in the troubled western Mexican state of Guerrero as some opposition politicians demanded the army pull out of the area ahead of an upcoming state poll . | [
{
"text": "Guerrero",
"label": "GPE",
"start": 85,
"end": 93
}
] | conll2003_train | null |
In the 2008 presidential election, after a close primary campaign against Hillary Clinton, he was nominated by the Democratic Party for president. | [
{
"text": "Democratic Party",
"label": "POLITICAL_PARTY",
"start": 115,
"end": 131
}
] | weak_supervision_wikipedia | 0.701023 |
Jessica Simpson is PREGNANT !?!: Jessica Simpson is pregnant ?? Simpson is pregnant with her barely 4-month boyfrien ... http://bit.ly/aoempS | [
{
"text": "Simpson",
"label": "POLITICIAN",
"start": 64,
"end": 71
}
] | wnut17_train | null |
End of preview. Expand in Data Studio
NER Political & Economic Dataset
Custom NER dataset for politico-economic entity recognition, built using:
- Pre-annotated sources: CoNLL-2003, WNUT-2017 (re-mapped via gazetteers)
- Weak supervision: Snorkel labeling functions over CC-News, Wikipedia, SEC EDGAR
- Synthetic templates for rare classes
Schema (11 labels)
POLITICIAN, POLITICAL_PARTY, POLITICAL_ORG, FINANCIAL_ORG,
ECONOMIC_INDICATOR, POLICY, LEGISLATION, MARKET_EVENT,
CURRENCY, TRADE_AGREEMENT, GPE
Splits
splits/train.jsonl— training setsplits/dev.jsonl— validation setsplits/test.jsonl— test set (includes CoNLL-2003 test as gold standard)
Format
Each line is a JSON object:
{
"text": "The Federal Reserve raised rates.",
"entities": [
{"text": "Federal Reserve", "label": "FINANCIAL_ORG", "start": 4, "end": 19}
],
"source": "weak_supervision_cc_news"
}
Methodology
Inspired by Lison et al. (2020), "Named Entity Recognition without Labelled Data: A Weak Supervision Approach" (ACL 2020).
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