tasksource/deberta-small-long-nli
Zero-Shot Classification
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Sam had 9.0 dimes in his bank and his dad gave him 7.0 dimes | Sam has 16.0 dimes now | entailment |
Sam had 9.0 dimes in his bank and his dad gave him 7.0 dimes | Sam has 17.0 dimes now | contradiction |
A restaurant served 9.0 pizzas during lunch and 6.0 during dinner today . | 15.0 pizzas were served today | entailment |
A restaurant served 9.0 pizzas during lunch and 6.0 during dinner today . | 17.0 pizzas were served today | contradiction |
There are 2.0 pencils in the drawer and Tim placed 3.0 pencils in the drawer | 5.0 pencils are now there in total | entailment |
There are 2.0 pencils in the drawer and Tim placed 3.0 pencils in the drawer | 2.0 pencils are now there in total | contradiction |
Benny picked 2.0 apples, and Dan picked 9.0 apples from the apple tree . | 11.0 apples were picked in total | entailment |
Benny picked 2.0 apples, and Dan picked 9.0 apples from the apple tree . | 10.0 apples were picked in total | contradiction |
Melanie had 7.0 dimes in her bank and her dad gave her 8.0 dimes, and her mother gave her 4.0 dimes | Melanie has 19.0 dimes now | entailment |
Melanie had 7.0 dimes in her bank and her dad gave her 8.0 dimes, and her mother gave her 4.0 dimes | Melanie has 18.0 dimes now | contradiction |
A restaurant served 5.0 cakes during lunch and 6.0 during dinner today and the restaurant served 3.0 cakes yesterday | 14.0 cakes were served in total | entailment |
A restaurant served 5.0 cakes during lunch and 6.0 during dinner today and the restaurant served 3.0 cakes yesterday | 16.0 cakes were served in total | contradiction |
There are 11.0 rulers and 34.0 crayons in the drawer and Tim placed 14.0 rulers in the drawer | 25.0 rulers are now there in all | entailment |
There are 11.0 rulers and 34.0 crayons in the drawer and Tim placed 14.0 rulers in the drawer | 29.0 rulers are now there in all | contradiction |
Joan picked 37.0 oranges, and Sara picked 10.0 oranges and Alyssa picked 30.0 pears | 47.0 oranges were picked in total | entailment |
Joan picked 37.0 oranges, and Sara picked 10.0 oranges and Alyssa picked 30.0 pears | 48.0 oranges were picked in total | contradiction |
Jason picked 46.0 pears , Keith picked 47.0 pears , and Mike picked 12.0 pears from the pear tree . | 105.0 pears were picked in total | entailment |
Jason picked 46.0 pears , Keith picked 47.0 pears , and Mike picked 12.0 pears from the pear tree . | 101.0 pears were picked in total | contradiction |
A restaurant served 6.0 cakes during lunch and 9.0 during dinner today . | 15.0 cakes were served today | entailment |
A restaurant served 6.0 cakes during lunch and 9.0 during dinner today . | 12.0 cakes were served today | contradiction |
Fred had 7.0 dimes in his bank and his sister borrowed 3.0 of his dimes | Fred has 4.0 dimes now | entailment |
Fred had 7.0 dimes in his bank and his sister borrowed 3.0 of his dimes | Fred has 6.0 dimes now | contradiction |
Joan 's cat had 8.0 kittens and she gave 2.0 to her friends | She has 6.0 kittens now | entailment |
Joan 's cat had 8.0 kittens and she gave 2.0 to her friends | She has 4.0 kittens now | contradiction |
Mike has 87.0 baseball cards and Sam bought 13.0 of Mike 's baseball cards | Mike has 74.0 baseball cards now | entailment |
Mike has 87.0 baseball cards and Sam bought 13.0 of Mike 's baseball cards | Mike has 72.0 baseball cards now | contradiction |
Alyssa picked 42.0 pears, and Nancy picked 17.0 pears from the pear tree . | 59.0 pears were picked in all | entailment |
Alyssa picked 42.0 pears, and Nancy picked 17.0 pears from the pear tree . | 60.0 pears were picked in all | contradiction |
Sam had 98.0 pennies in his bank and he spent 93.0 of his pennies | He has 5.0 pennies now | entailment |
Sam had 98.0 pennies in his bank and he spent 93.0 of his pennies | He has 0.0 pennies now | contradiction |
Sally had 760.0 quarters in her bank and she spent 418.0 of her quarters | She has 342.0 quarters now | entailment |
Sally had 760.0 quarters in her bank and she spent 418.0 of her quarters | She has 341.0 quarters now | contradiction |
Jason has 676.0 Pokemon cards and Alyssa bought 224.0 of Jason 's Pokemon cards | Jason has 452.0 Pokemon cards now | entailment |
Jason has 676.0 Pokemon cards and Alyssa bought 224.0 of Jason 's Pokemon cards | Jason has 453.0 Pokemon cards now | contradiction |
Jessica had 8.0 quarters in her bank and her sister borrowed 3.0 of her quarters | Jessica has 5.0 quarters now | entailment |
Jessica had 8.0 quarters in her bank and her sister borrowed 3.0 of her quarters | Jessica has 2.0 quarters now | contradiction |
A restaurant made 9.0 hamburgers to serve during lunch and only 3.0 were actually served | 6.0 hamburgers were left over from lunch | entailment |
A restaurant made 9.0 hamburgers to serve during lunch and only 3.0 were actually served | 3.0 hamburgers were left over from lunch | contradiction |
There are 7.0 crayons in the drawer and Mary took 3.0 crayons out of the drawer | 4.0 crayons are there now | entailment |
There are 7.0 crayons in the drawer and Mary took 3.0 crayons out of the drawer | 0.0 crayons are there now | contradiction |
There are 46.0 rulers in the drawer and Tim took 25.0 rulers from the drawer | 21.0 rulers are now in the drawer | entailment |
There are 46.0 rulers in the drawer and Tim took 25.0 rulers from the drawer | 22.0 rulers are now in the drawer | contradiction |
Sara got fast food for lunch and Sara spent $ 5.36 on a hotdog and $ 5.1 on a salad | The total of the lunch bill is 10.46 | entailment |
Sara got fast food for lunch and Sara spent $ 5.36 on a hotdog and $ 5.1 on a salad | The total of the lunch bill is 6.6 | contradiction |
There were originally 20817.0 houses in Lincoln County and During a housing boom , developers built 97741.0 | 118558.0 houses are there now in Lincoln County | entailment |
There were originally 20817.0 houses in Lincoln County and During a housing boom , developers built 97741.0 | 118560.0 houses are there now in Lincoln County | contradiction |
Each year , salmon travel upstream , going from the ocean to the rivers where they were born and this year , 712261.0 male and 259378.0 female salmon returned to their rivers | 971639.0 salmon made the trip | entailment |
Each year , salmon travel upstream , going from the ocean to the rivers where they were born and this year , 712261.0 male and 259378.0 female salmon returned to their rivers | 971642.0 salmon made the trip | contradiction |
A bathing suit manufacturer has a supply of 14797.0 bathing suits for men and in addition , it has 4969.0 bathing suits for women | 19766.0 bathing suits are available overall | entailment |
A bathing suit manufacturer has a supply of 14797.0 bathing suits for men and in addition , it has 4969.0 bathing suits for women | 19770.0 bathing suits are available overall | contradiction |
So far , an orchard has sold a combined total of 9792.0 pounds of fresh and frozen fruit this season , and they have sold 3513.0 pounds of frozen fruit | 6279.0 pounds of fresh fruit have been sold so far | entailment |
So far , an orchard has sold a combined total of 9792.0 pounds of fresh and frozen fruit this season , and they have sold 3513.0 pounds of frozen fruit | 6280.0 pounds of fresh fruit have been sold so far | contradiction |
Each of farmer Cunningham 's 6048.0 lambs is either black or white and there are 193.0 white ones | 5855.0 of Farmer Cunningham 's lambs are black | entailment |
Each of farmer Cunningham 's 6048.0 lambs is either black or white and there are 193.0 white ones | 5854.0 of Farmer Cunningham 's lambs are black | contradiction |
A treasure hunter discovered a buried treasure chest filled with a total of 5155.0 gems and 45.0 of the gems were diamonds , and the rest were rubies | 5110.0 of the gems were rubies | entailment |
A treasure hunter discovered a buried treasure chest filled with a total of 5155.0 gems and 45.0 of the gems were diamonds , and the rest were rubies | 5108.0 of the gems were rubies | contradiction |
1.0 evening , a restaurant served a total of 0.5 loaf of wheat bread and 0.4 loaf of white bread . | 0.9 loaves were served in all | entailment |
1.0 evening , a restaurant served a total of 0.5 loaf of wheat bread and 0.4 loaf of white bread . | 1.2 loaves were served in all | contradiction |
A renovation project required 0.16666666666666666 truck-load of sand , 0.3333333333333333 truck-load of dirt , and 0.16666666666666666 truck-load of cement . | 0.6666666667 truck-loads of material were needed in all | entailment |
A renovation project required 0.16666666666666666 truck-load of sand , 0.3333333333333333 truck-load of dirt , and 0.16666666666666666 truck-load of cement . | 1.1 truck-loads of material were needed in all | contradiction |
Karin 's science class weighed plastic rings for an experiment and they found that the orange ring weighed 0.08333333333333333 ounce , the purple ring weighed 0.3333333333333333 ounce , and the white ring weighed 0.4166666666666667 ounce | The total weight of the plastic rings is 0.8333333333 | entailment |
Karin 's science class weighed plastic rings for an experiment and they found that the orange ring weighed 0.08333333333333333 ounce , the purple ring weighed 0.3333333333333333 ounce , and the white ring weighed 0.4166666666666667 ounce | The total weight of the plastic rings is 2.5 | contradiction |
Sally had 39.0 baseball cards , and 9.0 were torn and Sara bought 24.0 of Sally 's baseball cards | Sally has 15.0 baseball cards now | entailment |
Sally had 39.0 baseball cards , and 9.0 were torn and Sara bought 24.0 of Sally 's baseball cards | Sally has 14.0 baseball cards now | contradiction |
Mike had 33.0 quarters and 87.0 nickels in his bank and his dad borrowed 75.0 nickels from Mike | He has 12.0 nickels now | entailment |
Mike had 33.0 quarters and 87.0 nickels in his bank and his dad borrowed 75.0 nickels from Mike | He has 14.0 nickels now | contradiction |
Alyssa picked 25.0 limes, and Mike picked 32.0 limes and Tom picked 12.0 plums | 57.0 limes were picked in all | entailment |
Alyssa picked 25.0 limes, and Mike picked 32.0 limes and Tom picked 12.0 plums | 61.0 limes were picked in all | contradiction |
Sara had 100.0 pennies and 783.0 quarters in her bank and her dad borrowed 271.0 quarters from Sara | She has 512.0 quarters now | entailment |
Sara had 100.0 pennies and 783.0 quarters in her bank and her dad borrowed 271.0 quarters from Sara | She has 513.0 quarters now | contradiction |
A restaurant made 9.0 hamburgers and 4.0 hot dogs to serve during lunch and only 3.0 hamburgers were actually served | 6.0 hamburgers were left over | entailment |
A restaurant made 9.0 hamburgers and 4.0 hot dogs to serve during lunch and only 3.0 hamburgers were actually served | 10.0 hamburgers were left over | contradiction |
Melanie picked 7.0 plums and 4.0 oranges from the orchard and she gave 3.0 plums to Sam | She has 4.0 plums now | entailment |
Melanie picked 7.0 plums and 4.0 oranges from the orchard and she gave 3.0 plums to Sam | She has 8.0 plums now | contradiction |
Jason has 7.0 violet balloons and 4.0 red balloons and he lost 3.0 of the violet balloons | Jason has 4.0 violet balloons now | entailment |
Jason has 7.0 violet balloons and 4.0 red balloons and he lost 3.0 of the violet balloons | Jason has 3.0 violet balloons now | contradiction |
Dan spent $ 11.76 on a snake toy , and a cage cost him $ 14.54 and Dan also found a dollar bill on the ground | The total cost of Dan 's purchases is 26.3 | entailment |
Dan spent $ 11.76 on a snake toy , and a cage cost him $ 14.54 and Dan also found a dollar bill on the ground | The total cost of Dan 's purchases is 23.9 | contradiction |
A restaurant served 7.0 slices of pie during lunch and 5.0 during dinner today and it served 8.0 of them yesterday | 12.0 slices of pie were served today | entailment |
A restaurant served 7.0 slices of pie during lunch and 5.0 during dinner today and it served 8.0 of them yesterday | 11.0 slices of pie were served today | contradiction |
Mike picked 7.0 apples , Nancy picked 3.0 apples , and Keith picked 6.0 apples and 4.0 pears , at the farm . | 16.0 apples were picked in total | entailment |
Mike picked 7.0 apples , Nancy picked 3.0 apples , and Keith picked 6.0 apples and 4.0 pears , at the farm . | 20.0 apples were picked in total | contradiction |
Mary had 33.0 Pokemon cards , and 6.0 were torn and Sam gave Mary 23.0 new Pokemon cards | Mary has 56.0 Pokemon cards now | entailment |
Mary had 33.0 Pokemon cards , and 6.0 were torn and Sam gave Mary 23.0 new Pokemon cards | Mary has 57.0 Pokemon cards now | contradiction |
Sally has 9.0 orange balloons and 4.0 blue balloons and she lost 2.0 of the orange balloons | Sally has 7.0 orange balloons now | entailment |
Sally has 9.0 orange balloons and 4.0 blue balloons and she lost 2.0 of the orange balloons | Sally has 8.0 orange balloons now | contradiction |
There are 7.0 bottle caps in a box and Linda puts 7.0 more bottle caps inside | 14.0 bottle caps are in the box | entailment |
There are 7.0 bottle caps in a box and Linda puts 7.0 more bottle caps inside | 18.0 bottle caps are in the box | contradiction |
There are 4.0 cards and 3.0 cards more are added | 7.0 cards are there total | entailment |
There are 4.0 cards and 3.0 cards more are added | 11.0 cards are there total | contradiction |
Denise removes 5.0 bananas from a jar and there were originally 46.0 bananas in the jar | 41.0 bananas are left in the jar | entailment |
Denise removes 5.0 bananas from a jar and there were originally 46.0 bananas in the jar | 42.0 bananas are left in the jar | contradiction |
There are 47.0 eggs in a box and Harry takes 5.0 eggs | 42.0 eggs are left | entailment |
There are 47.0 eggs in a box and Harry takes 5.0 eggs | 41.0 eggs are left | contradiction |
There are 3.0 eggs in each box. | 6.0 eggs are in 2.0 boxes | entailment |
There are 3.0 eggs in each box. | 2.0 eggs are in 2.0 boxes | contradiction |
Each child has 3.0 oranges, and there are 4.0 children | 12.0 oranges are there in total | entailment |
Each child has 3.0 oranges, and there are 4.0 children | 9.0 oranges are there in total | contradiction |
The school is planning a field trip and there are 14.0 students and 2.0 seats on each school bus | 7.0 buses are needed to take the trip | entailment |
The school is planning a field trip and there are 14.0 students and 2.0 seats on each school bus | 4.0 buses are needed to take the trip | contradiction |
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EQUATE EQUATE (Evaluating Quantitative Understanding Aptitude in Textual Entailment) is a new framework for evaluating quantitative reasoning ability in textual entailment. EQUATE consists of five NLI test sets featuring quantities. You can download EQUATE here. Three of these tests for quantitative reasoning feature language from real-world sources such as news articles and social media (RTE, NewsNLI Reddit), and two are controlled synthetic tests, evaluating model ability to reason with quantifiers and perform simple arithmetic (AWP, Stress Test).
@article{ravichander2019equate,
title={EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference},
author={Ravichander, Abhilasha and Naik, Aakanksha and Rose, Carolyn and Hovy, Eduard},
journal={arXiv preprint arXiv:1901.03735},
year={2019}
}
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