
tasksource/deberta-small-long-nli
Zero-Shot Classification
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There is a man not wearing a hat staring at people on a subway. | There is a man not wearing a sunhat staring at people on a subway. | entailment | -1 | hat | sunhat |
There is a man not wearing a sunhat staring at people on a subway. | There is a man not wearing a hat staring at people on a subway. | neutral | 1 | sunhat | hat |
There is a man not wearing a hat staring at people on a subway. | There is a man not wearing a sombrero staring at people on a subway. | entailment | -1 | hat | sombrero |
There is a man not wearing a sombrero staring at people on a subway. | There is a man not wearing a hat staring at people on a subway. | neutral | 1 | sombrero | hat |
There is a man not wearing a hat staring at people on a subway. | There is a man not wearing a fedora staring at people on a subway. | entailment | -1 | hat | fedora |
There is a man not wearing a fedora staring at people on a subway. | There is a man not wearing a hat staring at people on a subway. | neutral | 1 | fedora | hat |
Some dishes do not have rice. | Some dishes do not have food. | neutral | 3 | rice | food |
Some dishes do not have food. | Some dishes do not have rice. | entailment | -3 | food | rice |
A man, not wearing a shirt, is sitting on a rock | A man, not wearing a work-shirt, is sitting on a rock | entailment | -1 | shirt | work-shirt |
A man, not wearing a work-shirt, is sitting on a rock | A man, not wearing a shirt, is sitting on a rock | neutral | 1 | work-shirt | shirt |
A man, not wearing a shirt, is sitting on a rock | A man, not wearing a T-shirt, is sitting on a rock | entailment | -1 | shirt | t-shirt |
A man, not wearing a T-shirt, is sitting on a rock | A man, not wearing a shirt, is sitting on a rock | neutral | 1 | t-shirt | shirt |
A boy not wearing a shirt is walking holding a tree branch near the park. | A boy not wearing a work-shirt is walking holding a tree branch near the park. | entailment | -1 | shirt | work-shirt |
A boy not wearing a work-shirt is walking holding a tree branch near the park. | A boy not wearing a shirt is walking holding a tree branch near the park. | neutral | 1 | work-shirt | shirt |
A boy not wearing a shirt is walking holding a tree branch near the park. | A boy not wearing a T-shirt is walking holding a tree branch near the park. | entailment | -1 | shirt | t-shirt |
A boy not wearing a T-shirt is walking holding a tree branch near the park. | A boy not wearing a shirt is walking holding a tree branch near the park. | neutral | 1 | t-shirt | shirt |
The three children are not holding plants. | The three children are not holding daisies. | entailment | -5 | plants | daisies |
The three children are not holding daisies. | The three children are not holding plants. | neutral | 5 | daisies | plants |
The three children are not holding plants. | The three children are not holding herbs. | entailment | -2 | plants | herbs |
The three children are not holding herbs. | The three children are not holding plants. | neutral | 2 | herbs | plants |
The three children are not holding plants. | The three children are not holding lilies. | entailment | -4 | plants | lilies |
The three children are not holding lilies. | The three children are not holding plants. | neutral | 4 | lilies | plants |
The three children are not holding plants. | The three children are not holding flowers. | entailment | -4 | plants | flowers |
The three children are not holding flowers. | The three children are not holding plants. | neutral | 4 | flowers | plants |
The three children are not holding plants. | The three children are not holding poppies. | entailment | -5 | plants | poppies |
The three children are not holding poppies. | The three children are not holding plants. | neutral | 5 | poppies | plants |
The three children are not holding plants. | The three children are not holding saplings. | entailment | -4 | plants | saplings |
The three children are not holding saplings. | The three children are not holding plants. | neutral | 4 | saplings | plants |
The three children are not holding plants. | The three children are not holding clovers. | entailment | -3 | plants | clovers |
The three children are not holding clovers. | The three children are not holding plants. | neutral | 3 | clovers | plants |
The three children are not holding plants. | The three children are not holding shrubs. | entailment | -3 | plants | shrubs |
The three children are not holding shrubs. | The three children are not holding plants. | neutral | 3 | shrubs | plants |
The three children are not holding plants. | The three children are not holding weeds. | entailment | -2 | plants | weeds |
The three children are not holding weeds. | The three children are not holding plants. | neutral | 2 | weeds | plants |
The three children are not holding plants. | The three children are not holding lilacs. | entailment | -4 | plants | lilacs |
The three children are not holding lilacs. | The three children are not holding plants. | neutral | 4 | lilacs | plants |
The three children are not holding plants. | The three children are not holding sunflowers. | entailment | -5 | plants | sunflowers |
The three children are not holding sunflowers. | The three children are not holding plants. | neutral | 5 | sunflowers | plants |
The three children are not holding plants. | The three children are not holding vines. | entailment | -2 | plants | vines |
The three children are not holding vines. | The three children are not holding plants. | neutral | 2 | vines | plants |
The three children are not holding plants. | The three children are not holding reeds. | entailment | -4 | plants | reeds |
The three children are not holding reeds. | The three children are not holding plants. | neutral | 4 | reeds | plants |
The three children are not holding plants. | The three children are not holding tulips. | entailment | -4 | plants | tulips |
The three children are not holding tulips. | The three children are not holding plants. | neutral | 4 | tulips | plants |
The three children are not holding plants. | The three children are not holding roses. | entailment | -4 | plants | roses |
The three children are not holding roses. | The three children are not holding plants. | neutral | 4 | roses | plants |
The three children are not holding plants. | The three children are not holding houseplants. | entailment | -1 | plants | houseplants |
The three children are not holding houseplants. | The three children are not holding plants. | neutral | 1 | houseplants | plants |
The three children are not holding plants. | The three children are not holding ferns. | entailment | -3 | plants | ferns |
The three children are not holding ferns. | The three children are not holding plants. | neutral | 3 | ferns | plants |
The girl does not wear a hat. | The girl does not wear a sunhat. | entailment | -1 | hat | sunhat |
The girl does not wear a sunhat. | The girl does not wear a hat. | neutral | 1 | sunhat | hat |
The girl does not wear a hat. | The girl does not wear a fedora. | entailment | -1 | hat | fedora |
The girl does not wear a fedora. | The girl does not wear a hat. | neutral | 1 | fedora | hat |
The girl does not wear a hat. | The girl does not wear a sombrero. | entailment | -1 | hat | sombrero |
The girl does not wear a sombrero. | The girl does not wear a hat. | neutral | 1 | sombrero | hat |
a man walks confidently not dropping produce | a man walks confidently not dropping food | neutral | 1 | produce | food |
a man walks confidently not dropping food | a man walks confidently not dropping produce | entailment | -1 | food | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping bananas | entailment | -2 | produce | bananas |
a man walks confidently not dropping bananas | a man walks confidently not dropping produce | neutral | 2 | bananas | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping eggplants | entailment | -3 | produce | eggplants |
a man walks confidently not dropping eggplants | a man walks confidently not dropping produce | neutral | 3 | eggplants | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping papayas | entailment | -2 | produce | papayas |
a man walks confidently not dropping papayas | a man walks confidently not dropping produce | neutral | 2 | papayas | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping cauliflower | entailment | -3 | produce | cauliflower |
a man walks confidently not dropping cauliflowers | a man walks confidently not dropping produce | neutral | 3 | cauliflowers | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping watermelons | entailment | -3 | produce | watermelons |
a man walks confidently not dropping watermelons | a man walks confidently not dropping produce | neutral | 3 | watermelons | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping mangos | entailment | -2 | produce | mangos |
a man walks confidently not dropping mangos | a man walks confidently not dropping produce | neutral | 2 | mangos | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping pears | entailment | -2 | produce | pears |
a man walks confidently not dropping pears | a man walks confidently not dropping produce | neutral | 2 | pears | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping carrots | entailment | -3 | produce | carrots |
a man walks confidently not dropping carrots | a man walks confidently not dropping produce | neutral | 3 | carrots | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping celery | entailment | -2 | produce | celery |
a man walks confidently not dropping celery | a man walks confidently not dropping produce | neutral | 2 | celery | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping onions | entailment | -2 | produce | onions |
a man walks confidently not dropping onions | a man walks confidently not dropping produce | neutral | 2 | onions | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping spinach | entailment | -3 | produce | spinach |
a man walks confidently not dropping spinach | a man walks confidently not dropping produce | neutral | 3 | spinach | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping kale | entailment | -4 | produce | kale |
a man walks confidently not dropping kale | a man walks confidently not dropping produce | neutral | 4 | kale | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping apples | entailment | -2 | produce | apples |
a man walks confidently not dropping apples | a man walks confidently not dropping produce | neutral | 2 | apples | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping lettuce | entailment | -4 | produce | lettuce |
a man walks confidently not dropping lettuce | a man walks confidently not dropping produce | neutral | 4 | lettuce | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping lemons | entailment | -3 | produce | lemons |
a man walks confidently not dropping lemons | a man walks confidently not dropping produce | neutral | 3 | lemons | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping plums | entailment | -2 | produce | plums |
a man walks confidently not dropping plums | a man walks confidently not dropping produce | neutral | 2 | plums | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping tomatoes | entailment | -3 | produce | tomatoes |
a man walks confidently not dropping tomatoes | a man walks confidently not dropping produce | neutral | 3 | tomatoes | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping cucumbers | entailment | -2 | produce | cucumbers |
a man walks confidently not dropping cucumbers | a man walks confidently not dropping produce | neutral | 2 | cucumbers | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping grapes | entailment | -2 | produce | grapes |
a man walks confidently not dropping grapes | a man walks confidently not dropping produce | neutral | 2 | grapes | produce |
a man walks confidently not dropping produce | a man walks confidently not dropping cabbage | entailment | -3 | produce | cabbage |
a man walks confidently not dropping cabbage | a man walks confidently not dropping produce | neutral | 3 | cabbage | produce |
The restaurant does not let oriental people in | The restaurant does not let oriental women in | entailment | -2 | people | women |
The restaurant does not let oriental women in | The restaurant does not let oriental people in | neutral | 2 | women | people |
https://github.com/atticusg/MoNLI
@inproceedings{geiger-etal-2020-neural,
address = {Online},
author = {Geiger, Atticus and Richardson, Kyle and Potts, Christopher},
booktitle = {Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP},
doi = {10.18653/v1/2020.blackboxnlp-1.16},
month = nov,
pages = {163--173},
publisher = {Association for Computational Linguistics},
title = {Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation},
url = {https://www.aclweb.org/anthology/2020.blackboxnlp-1.16},
year = {2020}}