Datasets:

pietrolesci
/

breaking_nli

sentence1 stringlengths 15 376	category stringclasses 14 values	gold_label stringclasses 3 values	annotator_labels sequence	pairID int32 110 19k	sentence2 stringlengths 13 378	label class label 0 2
Several women stand on a platform near the yellow line.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,107	Several women stand on a platform near the red line.	2contradiction
Several women stand on a platform near the yellow line.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,109	Several women stand on a platform near the green line.	2contradiction
Several women stand on a platform near the yellow line.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,108	Several women stand on a platform near the black line.	2contradiction
Several women stand on a platform near the yellow line.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,106	Several women stand on a platform far away from the yellow line.	2contradiction
Several women stand on a platform near the yellow line.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,105	Several women stand on a platform far from the yellow line.	2contradiction
The man is holding a saxophone.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,740	The man is holding a french horn.	2contradiction
The man is holding a saxophone.	instruments	entailment	[ "entailment", "entailment", "entailment" ]	7,743	The man is holding an instrument.	0entailment
The man is holding a saxophone.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,741	The man is holding an electric guitar.	2contradiction
The man is holding a saxophone.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,744	The man is holding an acoustic guitar.	2contradiction
The man is holding a saxophone.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,742	The man is holding a piano.	2contradiction
Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,634	Yellow banners with a white lion print are hung across some trees in a sun-lit neighborhood.	2contradiction
Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,633	Yellow banners with a yellow lion print are hung across some trees in a sun-lit neighborhood.	2contradiction
Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,631	Yellow banners with a silver lion print are hung across some trees in a sun-lit neighborhood.	2contradiction
Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,632	Yellow banners with a purple lion print are hung across some trees in a sun-lit neighborhood.	2contradiction
Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,630	Yellow banners with a black lion print are hung across some trees in a moon-lit neighborhood.	2contradiction
A woman cooking thanksgiving dinner in the kitchen.	rooms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	6,565	A woman cooking thanksgiving dinner in the courtroom.	2contradiction
A woman cooking thanksgiving dinner in the kitchen.	rooms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	6,566	A woman cooking thanksgiving dinner in the prison cell.	2contradiction
A woman cooking thanksgiving dinner in the kitchen.	rooms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	6,568	A woman cooking thanksgiving dinner in the classroom.	2contradiction
A woman cooking thanksgiving dinner in the kitchen.	rooms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	6,567	A woman cooking thanksgiving dinner in the dining room.	2contradiction
A woman cooking thanksgiving dinner in the kitchen.	rooms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	6,569	A woman cooking thanksgiving dinner in the bedroom.	2contradiction
A person in blue and red ice climbing with two picks.	cardinals	contradiction	[ "contradiction", "neutral", "contradiction" ]	6,013	A person in blue and red ice climbing with 10 picks.	2contradiction
A person in blue and red ice climbing with two picks.	cardinals	contradiction	[ "contradiction", "neutral", "contradiction" ]	6,011	A person in blue and red ice climbing with ten picks.	2contradiction
A person in blue and red ice climbing with two picks.	cardinals	contradiction	[ "contradiction", "neutral", "contradiction" ]	6,010	A person in blue and red ice climbing with five picks.	2contradiction
A person in blue and red ice climbing with two picks.	cardinals	contradiction	[ "contradiction", "neutral", "contradiction" ]	6,014	A person in blue and red ice climbing with 12 picks.	2contradiction
A person in blue and red ice climbing with two picks.	cardinals	contradiction	[ "contradiction", "neutral", "contradiction" ]	6,012	A person in blue and red ice climbing with six picks.	2contradiction
A mural of children on a brick wall.	materials	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,658	A mural of children on a plastic wall.	2contradiction
A mural of children on a brick wall.	materials	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,655	A mural of children on a bronze wall.	2contradiction
A mural of children on a brick wall.	materials	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,656	A mural of children on a wood wall.	2contradiction
A mural of children on a brick wall.	materials	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,657	A mural of children on a glass wall.	2contradiction
A mural of children on a brick wall.	materials	contradiction	[ "contradiction", "contradiction", "contradiction" ]	7,659	A mural of children on a cement wall.	2contradiction
Person drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,598	Person drinking champagne.	2contradiction
Person drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,597	Person drinking cider.	2contradiction
Person drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,596	Person drinking vodka.	2contradiction
Person drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,599	Person drinking whisky.	2contradiction
Person drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,595	Person drinking gin.	2contradiction
A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,903	A senior woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	2contradiction
A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,902	An elderly woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	2contradiction
A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,900	A young woman gazes out the window at the moon while taking a break from sweeping a broken brown pot.	2contradiction
A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	colors	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,901	A young woman gazes out the window at the sun while taking a break from sweeping a broken black pot.	2contradiction
A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,904	An old woman gazes out the window at the sun while taking a break from sweeping a broken brown pot.	2contradiction
2 refs sitting on a bench waiting for the soccer game to start.	cardinals	contradiction	[ "contradiction", "contradiction", "contradiction" ]	602	12 refs sitting on a bench waiting for the soccer game to start.	2contradiction
2 refs sitting on a bench waiting for the soccer game to start.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	600	2 refs sitting on a bench waiting for the soccer game to end.	2contradiction
2 refs sitting on a bench waiting for the soccer game to start.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	601	2 refs sitting on a bench waiting for the soccer game to finish.	2contradiction
2 refs sitting on a bench waiting for the soccer game to start.	cardinals	contradiction	[ "contradiction", "contradiction", "contradiction" ]	604	7 refs sitting on a bench waiting for the soccer game to start.	2contradiction
2 refs sitting on a bench waiting for the soccer game to start.	cardinals	contradiction	[ "contradiction", "contradiction", "contradiction" ]	603	8 refs sitting on a bench waiting for the soccer game to start.	2contradiction
An old women is looking at the sun.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,384	An early women is looking at the sun.	2contradiction
An old women is looking at the sun.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,380	An old women is looking at the moon.	2contradiction
An old women is looking at the sun.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,381	A junior women is looking at the sun.	2contradiction
An old women is looking at the sun.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,382	A teenage women is looking at the sun.	2contradiction
A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person.	vegetables	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,833	A man playing scrabble with carrots, celery, cucumbers, limes, apples and cauliflower with another person.	2contradiction
A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person.	vegetables	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,834	A man playing scrabble with carrots, celery, eggplants, limes, apples and cauliflower with another person.	2contradiction
A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person.	vegetables	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,851	A man playing scrabble with carrots, eggplant, onions, limes, apples and cauliflower with another person.	2contradiction
A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person.	vegetables	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,779	A man playing scrabble with carrots, avocado, onions, limes, apples and cauliflower with another person.	2contradiction
A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person.	vegetables	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,852	A man playing scrabble with carrots, celery, tomatoes, limes, apples and cauliflower with another person.	2contradiction
The old man is at a bar drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,266	The old man is at a bar drinking vodka.	2contradiction
The old man is at a bar drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,265	The old man is at a bar drinking cider.	2contradiction
The old man is at a bar drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,269	The old man is at a bar drinking tequila.	2contradiction
The old man is at a bar drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,267	The old man is at a bar drinking gin.	2contradiction
The old man is at a bar drinking beer.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,268	The old man is at a bar drinking whisky.	2contradiction
Some people in a restaurant drinking wine.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,624	Some people in a restaurant drinking vodka.	2contradiction
Some people in a restaurant drinking wine.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,621	Some people in a restaurant drinking tequila.	2contradiction
Some people in a restaurant drinking wine.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,622	Some people in a restaurant drinking whisky.	2contradiction
Some people in a restaurant drinking wine.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,620	Some people in a restaurant drinking cider.	2contradiction
Some people in a restaurant drinking wine.	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,623	Some people in a restaurant drinking gin.	2contradiction
The man is wearing a yellow shirt and playing a piano.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,261	The man is wearing a yellow shirt and playing a french horn.	2contradiction
The man is wearing a yellow shirt and playing a piano.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,260	The man is wearing a yellow shirt and playing an electric guitar.	2contradiction
The man is wearing a yellow shirt and playing a piano.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,263	The man is wearing a yellow shirt and playing a flute.	2contradiction
The man is wearing a yellow shirt and playing a piano.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,262	The man is wearing a yellow shirt and playing an acoustic guitar.	2contradiction
The man is wearing a yellow shirt and playing a piano.	instruments	entailment	[ "entailment", "entailment", "entailment" ]	8,264	The man is wearing a yellow shirt and playing an instrument.	0entailment
There is a man wearing a hat and playing the harmonica.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,013	There is a man wearing a hat and playing the tuba.	2contradiction
There is a man wearing a hat and playing the harmonica.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,014	There is a man wearing a hat and playing the harp.	2contradiction
There is a man wearing a hat and playing the harmonica.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,010	There is a man wearing a hat and playing the banjo.	2contradiction
There is a man wearing a hat and playing the harmonica.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,012	There is a man wearing a hat and playing the oboe.	2contradiction
There is a man wearing a hat and playing the harmonica.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,011	There is a man wearing a hat and playing the clarinet.	2contradiction
A group of young men and women joyously drinking beer	drinks	contradiction	[ "entailment", "contradiction", "contradiction" ]	5,554	A group of young men and women joyously drinking tequila	2contradiction
A group of young men and women joyously drinking beer	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,550	A group of young men and women joyously drinking cider	2contradiction
A group of young men and women joyously drinking beer	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,553	A group of young men and women joyously drinking gin	2contradiction
A group of young men and women joyously drinking beer	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,551	A group of young men and women joyously drinking champagne	2contradiction
A group of young men and women joyously drinking beer	drinks	contradiction	[ "contradiction", "contradiction", "contradiction" ]	5,552	A group of young men and women joyously drinking whisky	2contradiction
The bubbles carry small animals to the moon.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	1,257	The bubbles carry little animals to the moon.	0entailment
The bubbles carry small animals to the moon.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,256	The bubbles carry large animals to the moon.	2contradiction
The bubbles carry small animals to the moon.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,258	The bubbles carry big animals to the moon.	2contradiction
The bubbles carry small animals to the moon.	antonyms	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,255	The bubbles carry small animals to the sun.	2contradiction
The old man is protecting his eyes from the sun.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	1,314	The young man is protecting his eyes from the sun.	2contradiction
A small dog is sleeping on the couch.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	4,111	A tiny dog is sleeping on the couch.	0entailment
A small dog is sleeping on the couch.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	4,110	A small dog is sleeping on the sofa.	0entailment
A small dog is sleeping on the couch.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	4,114	A great dog is sleeping on the couch.	2contradiction
A small dog is sleeping on the couch.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	4,112	A little dog is sleeping on the couch.	0entailment
The little girl is spending time with her dad.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	3,815	The little girl is spending time with her father.	0entailment
The little girl is spending time with her dad.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	3,817	The small girl is spending time with her dad.	0entailment
The little girl is spending time with her dad.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	3,816	The tiny girl is spending time with her dad.	0entailment
Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,224	Two men wearing black clothes and hats, one is playing the saxophone and one is playing the harmonica.	2contradiction
Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,220	Two men wearing black clothes and hats, one is playing the saxophone and one is playing the clarinet.	2contradiction
Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,223	Two men wearing black clothes and hats, one is playing the saxophone and one is playing the oboe.	2contradiction
Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,222	Two men wearing black clothes and hats, one is playing the saxophone and one is playing the cello.	2contradiction
Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet.	instruments	contradiction	[ "contradiction", "contradiction", "contradiction" ]	8,221	Two men wearing black clothes and hats, one is playing the saxophone and one is playing the tuba.	2contradiction
A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,793	A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a sizable body of water.	2contradiction
A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water.	antonyms_wordnet	contradiction	[ "contradiction", "contradiction", "contradiction" ]	3,794	A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a massive body of water.	2contradiction
A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	3,792	A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a little body of water.	0entailment
A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water.	synonyms	entailment	[ "entailment", "entailment", "entailment" ]	3,791	A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a tiny body of water.	0entailment

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Overview

Proposed by

@InProceedings{glockner_acl18,
  author    = {Glockner, Max and Shwartz, Vered and Goldberg, Yoav},
  title     = {Breaking NLI Systems with Sentences that Require Simple Lexical Inferences},
  booktitle = {The 56th Annual Meeting of the Association for Computational Linguistics (ACL)},
  month     = {July},
  year      = {2018},
  address   = {Melbourne, Australia}
}

Original dataset available here.

Dataset curation

Labels encoded with the following mapping {"entailment": 0, "neutral": 1, "contradiction": 2} and made available in the label column.

Code to create the dataset

import pandas as pd
from datasets import Features, Value, ClassLabel, Dataset, Sequence


# load data
with open("<path to folder>/dataset.jsonl", "r") as fl:
    data = fl.read().split("\n")
df = pd.DataFrame([eval(i) for i in data if len(i) > 0])

# encode labels
df["label"] = df["gold_label"].map({"entailment": 0, "neutral": 1, "contradiction": 2})

# cast to dataset
features = Features({
    "sentence1": Value(dtype="string", id=None),
    "category": Value(dtype="string", id=None),
    "gold_label": Value(dtype="string", id=None),
    "annotator_labels": Sequence(feature=Value(dtype="string", id=None), length=3),
    "pairID": Value(dtype="int32", id=None),
    "sentence2": Value(dtype="string", id=None),
    "label": ClassLabel(num_classes=3, names=["entailment", "neutral", "contradiction"]),
})
ds = Dataset.from_pandas(df, features=features)
ds.push_to_hub("breaking_nli", token="<token>", split="all")

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NLI Eval Datasets

Collection

A curated collection of NLI evaluation datasets. Each dataset is exactly as originally proposed • 19 items • Updated 9 days ago • 2