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"<s>[INST] I've met a lot of people in my life, but the salt of the earth are the ones who truly stand out to me. [/INST] In this sentence, the idiom 'salt of the earth' is illustrated.</s>" |
"<s>[INST] Bob's wife reminded him that a bird in the hand is worth two in the bush when he expressed interest in switching companies. [/INST] Idiom present: 'A bird in the hand'.</s>" |
"<s>[INST] Tom was at the end of his rope when he finally landed a job offer from his dream company. [/INST] In this sentence, the idiom 'at the end of one's rope' is illustrated.</s>" |
"<s>[INST] Despite their differences, they were able to eventually talk it out and come to an agreement by looking each other eye to eye. [/INST] In this sentence, the idiom 'eye to eye' is illustrated.</s>" |
"<s>[INST] Despite the fact that it was the middle of winter, the town was experiencing a January thaw, with temperatures rising above freezing and snow melting. [/INST] Here, 'January thaw' is the expression in play.</s>" |
"<s>[INST] After a heated argument, Sarah and Emily decided to kiss and make up, realizing that their friendship was more important than their disagreement. [/INST] In this sentence, the idiom 'kiss and make up' is illustrated.</s>" |
"<s>[INST] I'm sure those kids are up to no good. [/INST] This example showcases the idiom 'Up to no good'.</s>" |
"<s>[INST] The company likes to wine and dine visiting scientists. [/INST] In this sentence, the idiom 'wine and dine' is illustrated.</s>" |
"<s>[INST] Come on, Sarah, get with the program. You're so down with the times. [/INST] This example showcases the idiom 'down with the times'.</s>" |
"<s>[INST] I signed up for the school's mixed bag of after-school activities - I'll be playing on the soccer team, practicing with the band, and taking a language class. [/INST] This example showcases the idiom 'a mixed bag'.</s>" |
"<s>[INST] After boasting about his cooking skills, Tom had to eat humble pie when his guests couldn't even finish the burnt pie he made. [/INST] This example showcases the idiom 'Eat humble pie'.</s>" |
"<s>[INST] The company's assets are up for grabs now that they are closing down. [/INST] This example showcases the idiom 'Up for grabs'.</s>" |
"<s>[INST] As soon as she got home, Melissa changed into her pajamas and lied down on the couch, completely exhausted. [/INST] In this sentence, the idiom 'Lie down' is illustrated.</s>" |
"<s>[INST] She was shocked and hurt when she received a vinegar valentine from her former friend on Valentine's Day. [/INST] In this sentence, the idiom 'Vinegar valentines' is illustrated.</s>" |
"<s>[INST] Oh no, you let the cat out of the bag! Now we can't surprise her with the party. [/INST] Here, 'let the cat out of the bag' is the expression in play.</s>" |
"<s>[INST] Her latest project, a five-star hotel, is a true testament to her velvet touch - every room exudes elegance and comfort. [/INST] In this sentence, the idiom 'Velvet touch' is illustrated.</s>" |
"<s>[INST] The decision about where to go for our next vacation is still up in the air. [/INST] Here, 'Up in the air' is the expression in play.</s>" |
"<s>[INST] The lawyer picked apart the witness's testimony, finding several inconsistencies. [/INST] The idiom 'Pick apart (to pieces)' is used.</s>" |
"<s>[INST] Well, I should probably get going. It was great seeing you again, all the best! [/INST] The idiom 'All the best' is used.</s>" |
"<s>[INST] He's really milking it for all it's worth to try and make a sale. [/INST] Idiom present: 'milk it for all it's worth'.</s>" |
"<s>[INST] I wouldn't trust it, buying a used car from a stranger is like buying a pig in a poke. [/INST] This example showcases the idiom 'pig in a poke'.</s>" |
"<s>[INST] The hikers were able to keep the wolves at bay by building a fire and making loud noises to scare them away. [/INST] This example showcases the idiom 'keep at bay'.</s>" |
"<s>[INST] Hey, you've been awfully quiet. A penny for your thoughts? [/INST] Here, 'A penny for your thoughts' is the expression in play.</s>" |
"<s>[INST] I have to take my hat off to Sarah for winning the marathon last weekend. [/INST] Idiom present: 'take one's hat off'.</s>" |
"<s>[INST] They've been sitting on the porch for hours, just shooting the breeze. [/INST] The idiom 'shoot the breeze' is used.</s>" |
"<s>[INST] Wave your hand to get the waiter's attention, he might not see us otherwise. [/INST] This example showcases the idiom 'wave your hand'.</s>" |
"<s>[INST] I'm not sure if I want to accept the job offer, let me sleep on it and I'll give you my answer tomorrow. [/INST] Idiom present: 'sleep on it'.</s>" |
"<s>[INST] I don't think that's a good idea, the lines are always so long and we'll probably end up being held up all day. [/INST] In this sentence, the idiom 'hold up' is illustrated.</s>" |
"<s>[INST] It's six of one, half a dozen of the other. Either Route 2 or Long Avenue will get you there in the same amount of time. [/INST] The idiom 'six of one' is used.</s>" |
"<s>[INST] The students knew they were in hot water when the teacher walked in and saw the mess they had made. [/INST] This example showcases the idiom 'in hot water'.</s>" |
"<s>[INST] Sorry guys, I just found out I have to work this weekend so it's a no go for me. [/INST] Here, 'no go' is the expression in play.</s>" |
"<s>[INST] The lawyer advised her to fight for a vested interest in the house, as it was her only asset. [/INST] Idiom present: 'Vested interest'.</s>" |
"<s>[INST] If we can start saving now, we'll be well ahead of the game in our retirement plans. [/INST] Idiom present: 'ahead of the game'.</s>" |
"<s>[INST] Despite their best efforts, the business was still in the red after six months of operation. [/INST] In this sentence, the idiom 'in the red' is illustrated.</s>" |
"<s>[INST] Dad said no soap, we can't afford to help you out with the repairs. [/INST] This example showcases the idiom 'no soap'.</s>" |
"<s>[INST] We all know that in politics, money talks. Our contributions have secured us important posts and favors. [/INST] The idiom 'money talks' is used.</s>" |
"<s>[INST] I'm just going to lie down for a few minutes before making dinner. [/INST] This example showcases the idiom 'lie down.'.</s>" |
"<s>[INST] The scientists were quick to pick apart the research paper, pointing out any errors or inconsistencies. [/INST] Idiom present: 'pick apart (to pieces)'.</s>" |
"<s>[INST] When Sarah pulled out her new designer handbag, her friends were green with envy. [/INST] The idiom 'green with envy' is used.</s>" |
"<s>[INST] She's busy as a bee, running errands, working a full-time job, and taking care of her family. [/INST] Idiom present: 'busy as a bee'.</s>" |
"<s>[INST] Save your breath, we all know you're not going to change your mind about bungee jumping. [/INST] In this sentence, the idiom 'save one's breath' is illustrated.</s>" |
"<s>[INST] Keep an eye on your little sister while you play, I don't want her getting lost. [/INST] This example showcases the idiom 'keep an eye on'.</s>" |
"<s>[INST] Despite receiving criticism from his boss, John kept a stiff upper lip and calmly addressed the issues raised. [/INST] This example showcases the idiom 'keep a stiff upper lip'.</s>" |
"<s>[INST] The general congratulated the soldier on his successful missions, saying that each feather in his cap was well-earned. [/INST] In this sentence, the idiom 'feather in one's cap' is illustrated.</s>" |
"<s>[INST] We should book our flights now, but please don't take off too much from our budget. [/INST] Idiom present: 'take off'.</s>" |
"<s>[INST] We were thinking of going to the beach, but then Sarah's voice of the turtle chimed in and convinced us to go on a hiking trip instead. [/INST] Here, 'voice of the turtle' is the expression in play.</s>" |
"<s>[INST] We can't print the report because the printer is broken, but we can make a Xerox copy and distribute it to everyone. [/INST] In this sentence, the idiom 'Xerox copy' is illustrated.</s>" |
"<s>[INST] Stop beating around the bush and just tell us what you want to do this weekend. [/INST] Here, 'Beat around the bush' is the expression in play.</s>" |
"<s>[INST] The runner zigged and zagged through the field, trying to outrun the defenders and score a goal. [/INST] This example showcases the idiom 'zig and zag'.</s>" |
"<s>[INST] The busy student decided to take a cat nap before starting on their homework. [/INST] Idiom present: 'cat nap'.</s>" |
"<s>[INST] I heard that Sarah is getting a divorce. Do you know any details?
I don't think it's any of our business. Let's just focus on our work. [/INST] In this sentence, the idiom 'none of one's business' is illustrated.</s>" |
"<s>[INST] Did you see that guy get knocked out? The other guy was really beating the living daylights out of him. [/INST] In this sentence, the idiom 'Living daylights out of (beat the)' is illustrated.</s>" |
"<s>[INST] Don't bother buying that textbook, they're a dime a dozen at the bookstore. [/INST] This example showcases the idiom 'dime a dozen'.</s>" |
"<s>[INST] I've known John for years, and I can tell you, he's straight as an arrow. You can always count on him to be honest and genuine. [/INST] In this sentence, the idiom 'straight as an arrow' is illustrated.</s>" |
"<s>[INST] I don't understand why everyone is so excited about this new group, I'm down with the new group. They seem kind of exclusive and cliquey. [/INST] Here, 'down with the new group' is the expression in play.</s>" |
"<s>[INST] The paramedics arrived in the nick of time to revive the drowning swimmer. [/INST] In this sentence, the idiom 'in the nick of time' is illustrated.</s>" |
"<s>[INST] Let's stop prying into their business, remember curiosity killed the cat. [/INST] In this sentence, the idiom 'Curiosity killed the cat' is illustrated.</s>" |
"<s>[INST] I know we can count on Sarah to be on the ball with all the event logistics. [/INST] Here, 'on the ball' is the expression in play.</s>" |
"<s>[INST] I think it was definitely your dog that ate the cake, said one friend. No way, you're barking up the wrong tree, replied another friend. [/INST] Here, 'you're barking up the wrong tree' is the expression in play.</s>" |
"<s>[INST] The race car zoomed past us, quick as a flash, leaving us in awe of its speed. [/INST] This example showcases the idiom 'quick as a flash'.</s>" |
"<s>[INST] The elephant in the room was the undercooked chicken, but no one wanted to acknowledge it. [/INST] This example showcases the idiom 'Elephant in the room'.</s>" |
"<s>[INST] With her new job, Jenny has the best of both worlds - she can continue teaching and pursue her passion for writing. [/INST] In this sentence, the idiom 'Best of both worlds' is illustrated.</s>" |
"<s>[INST] I don't know if that's a good idea, you're horse and blind as a bat when it comes to finding your way around. [/INST] Idiom present: 'horse and blind as a bat'.</s>" |
"<s>[INST] Someone call 911! We need to revive Aunt Jane, the quick and the dead! [/INST] Here, 'quick and the dead' is the expression in play.</s>" |
"<s>[INST] The youngest ballerina on stage was the apple of her father's eye. [/INST] The idiom 'apple of someone's eye' is used.</s>" |
"<s>[INST] The owner asked his friends to spread the word about his restaurant on social media. [/INST] Here, 'spread the word' is the expression in play.</s>" |
"<s>[INST] The party planner was devastated when she found out that her friend had let the secret slip - it was a fly in the ointment of an otherwise perfect surprise. [/INST] The idiom 'fly in the ointment' is used.</s>" |
"<s>[INST] I thought they were dating, but it turns out they're just friends. That's a horse of a different color. [/INST] Idiom present: 'a horse of a different color'.</s>" |
"<s>[INST] The math required for that class is way over my head. [/INST] Idiom present: 'way over one's head'.</s>" |
"<s>[INST] He's always talking down to us and acting like he knows everything. Someone needs to take him down a peg. [/INST] In this sentence, the idiom 'take down a peg' is illustrated.</s>" |
"<s>[INST] In a nutshell, we want to go camping and then have a bonfire on the beach. [/INST] Here, 'in a nutshell' is the expression in play.</s>" |
"<s>[INST] John was so exhausted that he had to lie down before he could even think about making dinner. [/INST] The idiom 'lie down' is used.</s>" |
"<s>[INST] The two guests were vying for attention, each trying to outdo the other with their wild tales. [/INST] In this sentence, the idiom 'Vying for attention' is illustrated.</s>" |
"<s>[INST] The students were racing against the clock to finish their exams before time ran out. [/INST] Here, 'Against the clock' is the expression in play.</s>" |
"<s>[INST] He really let us down by revealing the surprise party. [/INST] This example showcases the idiom 'let down'.</s>" |
"<s>[INST] The team in possession keeps moving the goalposts, making it impossible for the other team to win. [/INST] Here, 'move the goalposts' is the expression in play.</s>" |
"<s>[INST] Remember, a penny saved is a penny earned, so put that change in your piggy bank instead of spending it. [/INST] This example showcases the idiom 'a penny saved is a penny earned'.</s>" |
"<s>[INST] The professor gave examples of idioms to her students, such as 'hit the nail on the head' and 'change one's tune', to help them understand the non-literal meanings of these phrases. [/INST] Here, 'Idioms' is the expression in play.</s>" |
"<s>[INST] The manager reminded the employees to always wear their protective gear when operating the machines, as they were aware of the hazards involved. [/INST] Idiom present: 'hazard'.</s>" |
"<s>[INST] I have to write a 10-page research paper for history class. That's nothing, I have to give a 20-minute presentation for my English class. Pfft, that's a piece of cake compared to my science project. [/INST] In this sentence, the idiom 'A piece of cake' is illustrated.</s>" |
"<s>[INST] As they ran around, one friend whispered to another, 'Watch your back, I think someone is trying to tag you!' [/INST] This example showcases the idiom 'watch your back'.</s>" |
"<s>[INST] John's constant rejections had left him feeling depressed and defeated. [/INST] The idiom 'be depressed' is used.</s>" |
"<s>[INST] Let's make sure we get there early, you know what they say, the early bird catches the worm. [/INST] Idiom present: 'early bird catches the worm'.</s>" |
"<s>[INST] The journalist was determined to dig up the dirt on the candidate, no matter how long it took. [/INST] The idiom 'dig up the dirt' is used.</s>" |
"<s>[INST] Give the word and we'll all jump out and yell 'surprise!' [/INST] Here, 'give the word/say the word' is the expression in play.</s>" |
"<s>[INST] The report vanished into thin air. [/INST] The idiom 'vanish into thin air' is used.</s>" |
"<s>[INST] Everyone wants a piece of the pie, but we need to come up with a fair and equitable distribution plan. [/INST] In this sentence, the idiom 'Piece of the pie' is illustrated.</s>" |
"<s>[INST] John's doctor was amazed by his quick recovery and exclaimed, You're not just recovered, you're fit as a fiddle! [/INST] In this sentence, the idiom 'fit as a fiddle' is illustrated.</s>" |
"<s>[INST] Whenever Dad refuses a request of hers she turns on the waterworks. [/INST] Idiom present: 'turn on the waterworks'.</s>" |
"<s>[INST] Let's quit while we're ahead and cash out before our luck runs out. [/INST] In this sentence, the idiom 'quit while we're ahead' is illustrated.</s>" |
"<s>[INST] Keep an eye out for the birthday girl, we don't want her to see any party decorations before we surprise her. [/INST] The idiom 'keep an eye out' is used.</s>" |
"<s>[INST] Despite facing numerous setbacks and difficulties [/INST] In this sentence, the idiom 'Against all odds' is illustrated.</s>" |
"<s>[INST] The resident used the public forum to vent his spleen and express his anger towards the council members. [/INST] Here, 'Vent one's spleen' is the expression in play.</s>" |
"<s>[INST] The team leader made sure to keep the new member in the loop by providing regular updates and including them in important decision-making processes. [/INST] In this sentence, the idiom 'In the loop.' is illustrated.</s>" |
"<s>[INST] The lawyer objected, arguing that the judge was asking a question of law and leading the witness. [/INST] In this sentence, the idiom 'Question of law' is illustrated.</s>" |
"<s>[INST] After putting on his new glasses, the boy realized he had X-ray vision and could see through walls. [/INST] Idiom present: 'X-ray vision'.</s>" |
"<s>[INST] Let's all pack our bags and bring everything we need for the whole nine yards - camping gear, food, and entertainment. [/INST] This example showcases the idiom 'whole nine yards'.</s>" |
"<s>[INST] We were in a pickle when our car broke down and we had no cell service to call for help. [/INST] This example showcases the idiom 'in a pickle'.</s>" |
"<s>[INST] By the way, have you decided if you're joining us on the trip to Hawaii next month? [/INST] The idiom 'by the way' is used.</s>" |
"<s>[INST] Even though they are in their 80s, they are still young at heart and full of energy. [/INST] Here, 'young at heart.' is the expression in play.</s>" |
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Dataset Card for "Idiomolgy - Idiom Detection Dataset"
Dataset Description
General Information
This dataset is created for the purpose of training and evaluating language models, particularly focusing on their ability to identify idiomatic expressions within sentences. It aims to improve natural language understanding systems in recognizing idioms in varied contexts.
Usage Example
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("SnehitVaddi/Idiomology_Lama2_7B_Chat")
Dataset Structure
Entries in this dataset consist of sentences incorporating idioms, paired with annotations identifying the idiomatic expressions used. The dataset is organized into training and testing sets, adhering to an 80/20 split.
How to Use the Dataset
For Model Training
Utilize the training set to fine-tune language models on idiom detection tasks. Models should learn to accurately predict the idiom present in a given sentence context.
For Model Evaluation
Employ the test set to assess the model's idiom identification capabilities. Model performance can be evaluated using standard metrics such as accuracy or F1 score.
Dataset Creation
Curation Rationale
The need for nuanced understanding of context and figurative language in natural language processing motivated the curation of this dataset, focusing on the challenge of idiom detection.
Source
This dataset was generated from a compiled list of idioms and their illustrative sentences, designed to reflect real-life applications of these expressions.
Dataset Structure
Data Fields
sentence_with_idiom: A sentence incorporating an idiom.idiom_annotation: The annotation of the idiom present in the sentence, provided in various phrasings to reflect natural language variation.
Data Splits
- Training Set: Constitutes 80% of the dataset, intended for model training.
- Test Set: Makes up 20% of the dataset, used for evaluating model efficacy.
Dataset Challenges
Idiom Variability
The figurative nature and context-dependent usage of idioms introduce challenges in consistently identifying them within diverse sentences.
Annotation Diversity
The dataset's varied phrasing styles for idiom annotations demand that models generalize across different expressions of the same idea.
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