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| context (string) | hypothesis (string) | label (class label) | original_label (int) | 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)
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,
labelcolumn renamed tooriginal_label- creation of the
labelcolumn 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>")