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sentence1 (string)category (string)gold_label (string)annotator_labels (json)pairID (int)sentence2 (string)label (class label)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
The man is holding a saxophone.
instruments
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,740
The man is holding a french horn.
2 (contradiction)
The man is holding a saxophone.
instruments
entailment
[ "entailment", "entailment", "entailment" ]
7,743
The man is holding an instrument.
0 (entailment)
The man is holding a saxophone.
instruments
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,741
The man is holding an electric guitar.
2 (contradiction)
The man is holding a saxophone.
instruments
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,744
The man is holding an acoustic guitar.
2 (contradiction)
The man is holding a saxophone.
instruments
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,742
The man is holding a piano.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
A woman cooking thanksgiving dinner in the kitchen.
rooms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
6,565
A woman cooking thanksgiving dinner in the courtroom.
2 (contradiction)
A woman cooking thanksgiving dinner in the kitchen.
rooms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
6,566
A woman cooking thanksgiving dinner in the prison cell.
2 (contradiction)
A woman cooking thanksgiving dinner in the kitchen.
rooms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
6,568
A woman cooking thanksgiving dinner in the classroom.
2 (contradiction)
A woman cooking thanksgiving dinner in the kitchen.
rooms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
6,567
A woman cooking thanksgiving dinner in the dining room.
2 (contradiction)
A woman cooking thanksgiving dinner in the kitchen.
rooms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
6,569
A woman cooking thanksgiving dinner in the bedroom.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
A mural of children on a brick wall.
materials
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,658
A mural of children on a plastic wall.
2 (contradiction)
A mural of children on a brick wall.
materials
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,655
A mural of children on a bronze wall.
2 (contradiction)
A mural of children on a brick wall.
materials
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,656
A mural of children on a wood wall.
2 (contradiction)
A mural of children on a brick wall.
materials
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,657
A mural of children on a glass wall.
2 (contradiction)
A mural of children on a brick wall.
materials
contradiction
[ "contradiction", "contradiction", "contradiction" ]
7,659
A mural of children on a cement wall.
2 (contradiction)
Person drinking beer.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,598
Person drinking champagne.
2 (contradiction)
Person drinking beer.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,597
Person drinking cider.
2 (contradiction)
Person drinking beer.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,596
Person drinking vodka.
2 (contradiction)
Person drinking beer.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,599
Person drinking whisky.
2 (contradiction)
Person drinking beer.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,595
Person drinking gin.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
An old women is looking at the sun.
antonyms_wordnet
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,384
An early women is looking at the sun.
2 (contradiction)
An old women is looking at the sun.
antonyms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,380
An old women is looking at the moon.
2 (contradiction)
An old women is looking at the sun.
antonyms_wordnet
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,381
A junior women is looking at the sun.
2 (contradiction)
An old women is looking at the sun.
antonyms_wordnet
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,382
A teenage women is looking at the sun.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
Some people in a restaurant drinking wine.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,624
Some people in a restaurant drinking vodka.
2 (contradiction)
Some people in a restaurant drinking wine.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,621
Some people in a restaurant drinking tequila.
2 (contradiction)
Some people in a restaurant drinking wine.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,622
Some people in a restaurant drinking whisky.
2 (contradiction)
Some people in a restaurant drinking wine.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,620
Some people in a restaurant drinking cider.
2 (contradiction)
Some people in a restaurant drinking wine.
drinks
contradiction
[ "contradiction", "contradiction", "contradiction" ]
5,623
Some people in a restaurant drinking gin.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
0 (entailment)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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
2 (contradiction)
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
2 (contradiction)
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
2 (contradiction)
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
2 (contradiction)
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
2 (contradiction)
The bubbles carry small animals to the moon.
synonyms
entailment
[ "entailment", "entailment", "entailment" ]
1,257
The bubbles carry little animals to the moon.
0 (entailment)
The bubbles carry small animals to the moon.
antonyms_wordnet
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,256
The bubbles carry large animals to the moon.
2 (contradiction)
The bubbles carry small animals to the moon.
antonyms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,258
The bubbles carry big animals to the moon.
2 (contradiction)
The bubbles carry small animals to the moon.
antonyms
contradiction
[ "contradiction", "contradiction", "contradiction" ]
1,255
The bubbles carry small animals to the sun.
2 (contradiction)
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.
2 (contradiction)
A small dog is sleeping on the couch.
synonyms
entailment
[ "entailment", "entailment", "entailment" ]
4,111
A tiny dog is sleeping on the couch.
0 (entailment)
A small dog is sleeping on the couch.
synonyms
entailment
[ "entailment", "entailment", "entailment" ]
4,110
A small dog is sleeping on the sofa.
0 (entailment)
A small dog is sleeping on the couch.
antonyms_wordnet
contradiction
[ "contradiction", "contradiction", "contradiction" ]
4,114
A great dog is sleeping on the couch.
2 (contradiction)
A small dog is sleeping on the couch.
synonyms
entailment
[ "entailment", "entailment", "entailment" ]
4,112
A little dog is sleeping on the couch.
0 (entailment)
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.
0 (entailment)
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.
0 (entailment)
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.
0 (entailment)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
2 (contradiction)
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.
0 (entailment)
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.
0 (entailment)
End of preview (truncated to 100 rows)

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")