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context (string)hypothesis (string)label (class label)original_label (int32)context_from (string)hypothesis_from (string)subset (string)
"An Asian boy is holding onto the metal railing of a wooden bridge ."
"Police defuse the bridge ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"The two children simultaneously reached down to retrieve the ball."
"The ball rolled away."
1 (neutral)
4
"COPA-premise"
"COPA-effect"
"COPA"
"A couple poses with their snowboards in the middle of a snowy timber ."
"A commerce walks the timber ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A dog with red fur stands in a body of water ."
"A person is happy with the body ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A man in a bar having a Martini ."
"A person rises the Martini ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"An early morning rush hour in the middle of the city."
"An arrival marks the morning ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"Little league slides into plate where rival player crouches in anticipation."
"The people are playing baseball."
0 (entailment)
5
"SNLI-train"
"SNLI-ENTAILMENT"
"SNLI"
"Pom girls performing their choreography ."
"A person weighs in on the choreography ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"Adelaide had saved fifty years of National Geographics in her cellar"
"The cellar is a floor ."
1 (neutral)
4
"ROCStories"
"AGCI-WK"
"AGCI"
"A young woman vibrantly frolicking on the coast in San Francisco ."
"The coast is a shore ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"Standing in a kitchen a young woman wearing a black peasant blouse and holding a plastic fork between her teeth shows the camera a ladle in her right hand and a bowl in her left hand ."
"A person deals with the blouse ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"A motorcycle driver dressed in orange gear swerves to the right ."
"The swerves are a turning ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"There is a man wearing construction gear, standing next to a bulldozer that is picking up rubble and debris."
"The worker is wearing protective gear."
0 (entailment)
5
"SNLI-train"
"SNLI-ENTAILMENT"
"SNLI"
"A very proud looking chubby oriental man selling crops on the street with a cigarette on his lips ."
"The lips are an articulator ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"At the fall festival there was a big wide bucket"
"It was filled with water and apples."
1 (neutral)
4
"ROCStories-1st"
"ROCStories-2nd"
"ROC"
"Yong man with cellphone and goatee holding Obama sign"
"A hair has the goatee ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A group of children doing a dance ."
"The dance is a party ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"Woman wearing black and kneeling on rollerskates with deer face antlers on top of her helmet."
"Woman in black kneeling on rollerskates."
0 (entailment)
5
"SNLI-train"
"SNLI-ENTAILMENT"
"SNLI"
"A man is selling hotdogs on a walkway, and there are tons of pigeons."
"A person gains the tons ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A girl shows off a colorful board with batteries that looks like a science project ."
"A person beats the batteries ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"I thought my friend was going to die in my arms today"
"The arms lack a fire ."
2 (contradiction)
1
"ROCStories"
"AGCI-WK"
"AGCI"
"A red gate allows access to the yard ."
"The access are an approach ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"There was a huge Alligator exhibit at the zoo"
"A person tours the exhibit ."
1 (neutral)
4
"ROCStories"
"AGCI-WK"
"AGCI"
"An area in japan which appears to be extremely crowded , with many people of whom look like tourists ."
"The japan is a lacquer ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"The girl met her favorite actor."
"She asked him for his autograph."
0 (entailment)
5
"COPA-premise"
"COPA-effect"
"COPA"
"A man , with a blue wrapping around his foot , is about to kick another man , with a red cloth hanging from his belt , in the head ."
"The wrapping is strewn in debris ."
2 (contradiction)
1
"SNLI-test"
"AGCI-WK"
"AGCI"
"A group dressed in yellow flair sing a song to the crowd ."
"A person tries to make the flair ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"3 Olympic winners posing for a photo on an advertised background"
"The winners receive a prize ."
1 (neutral)
4
"SNLI-test"
"AGCI-WK"
"AGCI"
"My puppy was sniffing around on the ground"
"The ground is a rational motive ."
2 (contradiction)
1
"ROCStories"
"AGCI-WK"
"AGCI"
"Sam brought several ingredients from the store"
"She prepared some seasoning for her chicken."
0 (entailment)
5
"ROCStories-1st"
"ROCStories-2nd"
"ROC"
"Two hip hop dancers perform a move showing off their strength and balance ."
"The strength is a property ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A man picking up a softball as another slides to the base."
"the man is climbing ."
2 (contradiction)
1
"SNLI-train"
"AGCI-NN"
"AGCI"
"A young girl is on a street near two orange cones wearing gold bracelets and a gold necklace along with a black and gold bra type top and her hair is up ."
"The bracelets go for a price ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"Two men dressed in black with large colored bowties are performing a comedy routine near some bushes in front of a small audience ."
"The audience is a opportunity ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"Two elderly men are building a stone cottage wall in front of a blue cottage."
"Two men are using wood to build a fence near a dog house."
2 (contradiction)
1
"SNLI-train"
"SNLI-CONTRADICTION"
"SNLI"
"The white dog is drinking mountain dew in the snow."
"A person expects the dew ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"This winter I went skiing in Alaska with my friend"
"The skiing is a sport ."
0 (entailment)
5
"ROCStories"
"AGCI-WK"
"AGCI"
"A man with glasses , a red shirt and black jacket is playing a trumpet ."
"A person learns to play the trumpet ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"Seven people got stuck in an elevator when the power went out"
"The power is a strength ."
2 (contradiction)
1
"ROCStories"
"AGCI-WK"
"AGCI"
"a group of people are canoeing down a river through a rainforest ."
"Visitors can hike through the rainforest ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"A group of people began to protest the local library"
"The crowd grew as the time went on and everyone was getting excited."
1 (neutral)
4
"ROCStories-1st"
"ROCStories-3rd"
"ROC"
"A little girl holds orange lilies while others celebrate an occasion in a garden setting ."
"The lilies are a liliaceous plant ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"A young and old Hindu ringing bells at a religious ceremony."
"The Hindu accuses police ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"people making strawberries drink on a hot day."
"The strawberries find a protection ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A samurai warrior in full black dress takes his sword from the sheath on an outdoor training mat."
"The sheath looks fantastic ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A short long-haired dog plays with a multicolored stuffed toy centipede ."
"The centipede is newest ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A little boy is drinking from a juice packet ."
"The packet is a boat ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A man wearing a white hard hat and orange vest is working in a dusty environment ."
"The environment is a situation ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"Pedestrians are yielding to a firetruck as it enters the intersection ."
"A person faces the intersection ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"A mailman with a rolling mailbag smiling at the camera in front of a wall topped with an iron decorative fence."
"A mailman is having his picture taken."
0 (entailment)
5
"SNLI-train"
"SNLI-ENTAILMENT"
"SNLI"
"A woman fillets a fish , as part of preparing a recipe that includes broccoli , celery , and eggs ."
"Years eat the broccoli ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A group with waiters in the foreground mingles under chandeliers on a white ceiling ."
"A person gapes at the chandeliers ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A young woman with blond-hair is holding a white statuette of a Japanese geisha woman ."
"The statuette is a figure ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"Two young boys , one in a green shirt eating a banana and one in a blue shirt eating an apple ."
"The banana is edible fruit ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"Ric thought he 'd missed his favorite tv show 's return"
"He clicked the remote rapidly, scanning the channels like a madman."
1 (neutral)
3
"ROCStories-1st"
"ROCStories-2nd"
"ROC"
"Two hockey players almost fall on the ice during a scuffle ."
"The scuffle is a struggle ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"Jim worked at an ice cream factory as the foreman"
"He tried his best to stop it from happening but it just kept coming."
2 (contradiction)
0
"ROCStories-1st"
"ROCStories-3rd"
"ROC"
"A female barista making a latte."
"The latte is an espresso ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"Rick and his dad used to see wrestling matches together all the time"
"Then when Rick turned 40, his dad bought him a special birthday gift."
1 (neutral)
3
"ROCStories-1st"
"ROCStories-3rd"
"ROC"
"A man and women shake hands as a bride holding a flower bouquet looks on ."
"The bride is a participant ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"A young girls with a short red dress makes a phone call while holding a bright blue bag ."
"A person takes out the phone ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"A person in a blue sweatshirt replaces letters in a theater marquee using a long pole ."
"A reception is held in the marquee ."
1 (neutral)
2
"SNLI-dev"
"AGCI-WK"
"AGCI"
"A man stands in front of a street vending booth with his hands crossed awkwardly in front of him while two yellow taxis are seen in the background of the cityscape ."
"The taxis are strapped to a roof ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A young man is cleaning caulk from a tiled wall ."
"The caulk is a sealant ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"A female runner is in front of people dressed up as Spartans warriors and people wearing togas ."
"A person switches to the togas ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"People walking though an architectural design."
"A person plays with the design ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"Two teenage girls conversing next to lockers ."
"A diamond has to be transported in the lockers ."
1 (neutral)
2
"SNLI-test"
"AGCI-WK"
"AGCI"
"I knocked on my neighbor's door."
"My neighbor invited me in."
1 (neutral)
4
"COPA-premise"
"COPA-effect"
"COPA"
"A cricket player is bowling the ball as the batsman is getting ready to run ."
"The batsman gets a wish ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"Eleven green and black uniformed boys sitting in a circle in one part of a gym with a man in the middle ."
"A person helps the eleven ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"I was not sure where to hang my new picture so I called for help"
"A government requests the help ."
2 (contradiction)
1
"ROCStories"
"AGCI-WK"
"AGCI"
"Four military servicemen in a boat are attempting to attach a stairway to a larger vessel next to them ."
"The servicemen die an overnight ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"Male tennis player with tattoo on left arm in position to hit the ball with onlooker sitting down ."
"A person tries to do the position ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"A man tests an instrument using his ears and hands ."
"A person plays the instrument ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"Someone grinding stones with a pestle."
"The pestle disrupts a deal ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"three young boys playing hear no evil, speak no evil, see no evil"
"a large group of people are gathering ."
1 (neutral)
3
"SNLI-train"
"AGCI-NN"
"AGCI"
"A large class of graduates wearing robes and mortarboards is waiting for their diplomas."
"The mortarboards fall off ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"A group of women converse with one another as they work in a rice paddy."
"a group of women talking"
1 (neutral)
4
"SNLI-train"
"AGCI-NN"
"AGCI"
"A woman took her dog the park to play fetch"
"The woman tells police ."
1 (neutral)
2
"ROCStories"
"AGCI-WK"
"AGCI"
"My friend asked if he can have a chip"
"Since the chips were spicy, he ended up sweating."
1 (neutral)
3
"ROCStories-1st"
"ROCStories-3rd"
"ROC"
"A hiker standing high on a bluff overlooking the mountains below ."
"The bluff is confirmed ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"Overlooking a street with a sign above shops that states Welcome To Golden."
"The shop sign is laying on the sidewalk."
2 (contradiction)
1
"SNLI-train"
"SNLI-CONTRADICTION"
"SNLI"
"A firefighter climbs up a ladder towards flames while surrounded by smoke ."
"The flames are separated from a torch ."
1 (neutral)
2
"SNLI-test"
"AGCI-WK"
"AGCI"
"A woman in a black shirt and apron is busy weighing fish on a scale at a fish market , with a variety of fish meats on display in front of her ."
"A company offers the variety ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"Five people standing on a stage , getting ready to perform , who are unrecognizable due to the lack of lighting ."
"A person underscores the lack ."
1 (neutral)
2
"SNLI-test"
"AGCI-WK"
"AGCI"
"A large crowd of people trying to get something ."
"The crowd erupts ."
1 (neutral)
3
"SNLI-train"
"AGCI-WK"
"AGCI"
"Two opposing hockey players make a play for the puck with opposing fans and team members watching ."
"Police defuse the fans ."
1 (neutral)
2
"SNLI-train"
"AGCI-WK"
"AGCI"
"A young man with a jacket over his head contemplating his strategy before his event begins ."
"The strategy is a plan of action ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"Ben did n't like art and his wife knew how much he hated it"
"A site has the art ."
1 (neutral)
3
"ROCStories"
"AGCI-WK"
"AGCI"
"A young man , wearing a T-shirt that says Joplin , plays the guitar in front of a large amplifier ."
"The amplifier includes brakes ."
2 (contradiction)
1
"SNLI-test"
"AGCI-WK"
"AGCI"
"A mother tries to console her smallest child after a visit to a medical facility for his immunizations ."
"A person provides the immunizations ."
1 (neutral)
4
"SNLI-train"
"AGCI-WK"
"AGCI"
"A boy and a girl stand in a median amongst Mike Huckabee signs ."
"The median is an average ."
2 (contradiction)
1
"SNLI-test"
"AGCI-WK"
"AGCI"
"Alex realized he needed to do laundry when he had no clean clothes"
"He also noticed that there was a huge puddle under the washer."
1 (neutral)
3
"ROCStories-1st"
"ROCStories-3rd"
"ROC"
"I do surveys online to make extra cash"
"The cash is a currency ."
0 (entailment)
5
"ROCStories"
"AGCI-WK"
"AGCI"
"A man wearing a pirate hat and eyepatch smiles at the camera ."
"A person wears the eyepatch ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"A group of people are listening to a man with a moustache speak into a microphone ."
"The moustache is a facial hair ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"A black woman balancing a large platter on her head that has many bagged items on it ."
"The platter contains one ."
1 (neutral)
2
"SNLI-dev"
"AGCI-WK"
"AGCI"
"USA basketball player dribbling to the basket protecting the ball from the opposition ."
"The opposition is an action ."
2 (contradiction)
1
"SNLI-train"
"AGCI-WK"
"AGCI"
"A female employee of a movie theater on a ladder placing letters to display the showing for that evening ."
"The showing is held ."
0 (entailment)
5
"SNLI-train"
"AGCI-WK"
"AGCI"
"Oklahoma University's Sooners football team playing against a rival."
"Their is a football game going on."
0 (entailment)
5
"SNLI-train"
"SNLI-ENTAILMENT"
"SNLI"
End of preview (truncated to 100 rows)
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Overview

Original dataset available here. This dataset is the "full" JOCI dataset, which is the file named joci.csv.zip.

Dataset curation

The following processing is applied,

  • label column renamed to original_label
  • creation of the label column using the following mapping, using common practices (1, 2)
{
    0: "contradiction", 
    1: "contradiction",  
    2: "neutral",
    3: "neutral",
    4: "neutral",
    5: "entailment",
}
  • finally, converting this to the usual NLI classes, that is {"entailment": 0, "neutral": 1, "contradiction": 2}

Code to create dataset

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


# read data
df = pd.read_csv("<path to folder>/joci.csv")

# column name to lower
df.columns = df.columns.str.lower()

# rename label column
df = df.rename(columns={"label": "original_label"})

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

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

# cast to dataset
features = Features({
    "context": Value(dtype="string"),
    "hypothesis": Value(dtype="string"),
    "label": ClassLabel(num_classes=3, names=["entailment", "neutral", "contradiction"]),
    "original_label": Value(dtype="int32"),
    "context_from": Value(dtype="string"),
    "hypothesis_from": Value(dtype="string"),
    "subset": Value(dtype="string"),
})
ds = Dataset.from_pandas(df, features=features)
ds.push_to_hub("joci", token="<token>")
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