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tasksource/deberta-small-long-nli
Zero-Shot Classification
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Updated
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4.41M
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33
context
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stringlengths 8
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class label 0
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int32 0
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values | hypothesis_from
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An Asian boy is holding onto the metal railing of a wooden bridge . | Police defuse the bridge . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
The two children simultaneously reached down to retrieve the ball. | The ball rolled away. | 1neutral
| 4 | COPA-premise | COPA-effect | COPA |
A couple poses with their snowboards in the middle of a snowy timber . | A commerce walks the timber . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
A dog with red fur stands in a body of water . | A person is happy with the body . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
A man in a bar having a Martini . | A person rises the Martini . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
An early morning rush hour in the middle of the city. | An arrival marks the morning . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
Little league slides into plate where rival player crouches in anticipation. | The people are playing baseball. | 0entailment
| 5 | SNLI-train | SNLI-ENTAILMENT | SNLI |
Pom girls performing their choreography . | A person weighs in on the choreography . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
Adelaide had saved fifty years of National Geographics in her cellar | The cellar is a floor . | 1neutral
| 4 | ROCStories | AGCI-WK | AGCI |
A young woman vibrantly frolicking on the coast in San Francisco . | The coast is a shore . | 0entailment
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
A motorcycle driver dressed in orange gear swerves to the right . | The swerves are a turning . | 0entailment
| 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. | 0entailment
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
At the fall festival there was a big wide bucket | It was filled with water and apples. | 1neutral
| 4 | ROCStories-1st | ROCStories-2nd | ROC |
Yong man with cellphone and goatee holding Obama sign | A hair has the goatee . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
A group of children doing a dance . | The dance is a party . | 1neutral
| 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. | 0entailment
| 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 . | 2contradiction
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
I thought my friend was going to die in my arms today | The arms lack a fire . | 2contradiction
| 1 | ROCStories | AGCI-WK | AGCI |
A red gate allows access to the yard . | The access are an approach . | 0entailment
| 5 | SNLI-train | AGCI-WK | AGCI |
There was a huge Alligator exhibit at the zoo | A person tours the exhibit . | 1neutral
| 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 . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
The girl met her favorite actor. | She asked him for his autograph. | 0entailment
| 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 . | 2contradiction
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
3 Olympic winners posing for a photo on an advertised background | The winners receive a prize . | 1neutral
| 4 | SNLI-test | AGCI-WK | AGCI |
My puppy was sniffing around on the ground | The ground is a rational motive . | 2contradiction
| 1 | ROCStories | AGCI-WK | AGCI |
Sam brought several ingredients from the store | She prepared some seasoning for her chicken. | 0entailment
| 5 | ROCStories-1st | ROCStories-2nd | ROC |
Two hip hop dancers perform a move showing off their strength and balance . | The strength is a property . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
A man picking up a softball as another slides to the base. | the man is climbing . | 2contradiction
| 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 . | 1neutral
| 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 . | 2contradiction
| 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. | 2contradiction
| 1 | SNLI-train | SNLI-CONTRADICTION | SNLI |
The white dog is drinking mountain dew in the snow. | A person expects the dew . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
This winter I went skiing in Alaska with my friend | The skiing is a sport . | 0entailment
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
Seven people got stuck in an elevator when the power went out | The power is a strength . | 2contradiction
| 1 | ROCStories | AGCI-WK | AGCI |
a group of people are canoeing down a river through a rainforest . | Visitors can hike through the rainforest . | 1neutral
| 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. | 1neutral
| 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 . | 0entailment
| 5 | SNLI-train | AGCI-WK | AGCI |
A young and old Hindu ringing bells at a religious ceremony. | The Hindu accuses police . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
people making strawberries drink on a hot day. | The strawberries find a protection . | 2contradiction
| 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 . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
A short long-haired dog plays with a multicolored stuffed toy centipede . | The centipede is newest . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
A little boy is drinking from a juice packet . | The packet is a boat . | 2contradiction
| 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 . | 1neutral
| 4 | SNLI-train | AGCI-WK | AGCI |
Pedestrians are yielding to a firetruck as it enters the intersection . | A person faces the intersection . | 1neutral
| 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. | 0entailment
| 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 . | 2contradiction
| 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 . | 1neutral
| 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 . | 0entailment
| 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 . | 0entailment
| 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. | 1neutral
| 3 | ROCStories-1st | ROCStories-2nd | ROC |
Two hockey players almost fall on the ice during a scuffle . | The scuffle is a struggle . | 1neutral
| 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. | 2contradiction
| 0 | ROCStories-1st | ROCStories-3rd | ROC |
A female barista making a latte. | The latte is an espresso . | 1neutral
| 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. | 1neutral
| 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 . | 0entailment
| 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 . | 1neutral
| 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 . | 1neutral
| 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 . | 2contradiction
| 1 | SNLI-train | AGCI-WK | AGCI |
A young man is cleaning caulk from a tiled wall . | The caulk is a sealant . | 0entailment
| 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 . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
People walking though an architectural design. | A person plays with the design . | 1neutral
| 3 | SNLI-train | AGCI-WK | AGCI |
Two teenage girls conversing next to lockers . | A diamond has to be transported in the lockers . | 1neutral
| 2 | SNLI-test | AGCI-WK | AGCI |
I knocked on my neighbor's door. | My neighbor invited me in. | 1neutral
| 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 . | 1neutral
| 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 . | 1neutral
| 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 . | 2contradiction
| 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 . | 1neutral
| 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 . | 1neutral
| 2 | SNLI-train | AGCI-WK | AGCI |
A man tests an instrument using his ears and hands . | A person plays the instrument . | 1neutral
| 4 | SNLI-train | AGCI-WK | AGCI |
Someone grinding stones with a pestle. | The pestle disrupts a deal . | 2contradiction
| 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 . | 1neutral
| 3 | SNLI-train | AGCI-NN | AGCI |
A large class of graduates wearing robes and mortarboards is waiting for their diplomas. | The mortarboards fall off . | 1neutral
| 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 | 1neutral
| 4 | SNLI-train | AGCI-NN | AGCI |
A woman took her dog the park to play fetch | The woman tells police . | 1neutral
| 2 | ROCStories | AGCI-WK | AGCI |
My friend asked if he can have a chip | Since the chips were spicy, he ended up sweating. | 1neutral
| 3 | ROCStories-1st | ROCStories-3rd | ROC |
A hiker standing high on a bluff overlooking the mountains below . | The bluff is confirmed . | 2contradiction
| 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. | 2contradiction
| 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 . | 1neutral
| 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 . | 1neutral
| 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 . | 1neutral
| 2 | SNLI-test | AGCI-WK | AGCI |
A large crowd of people trying to get something . | The crowd erupts . | 1neutral
| 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 . | 1neutral
| 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 . | 0entailment
| 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 . | 1neutral
| 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 . | 2contradiction
| 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 . | 1neutral
| 4 | SNLI-train | AGCI-WK | AGCI |
A boy and a girl stand in a median amongst Mike Huckabee signs . | The median is an average . | 2contradiction
| 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. | 1neutral
| 3 | ROCStories-1st | ROCStories-3rd | ROC |
I do surveys online to make extra cash | The cash is a currency . | 0entailment
| 5 | ROCStories | AGCI-WK | AGCI |
A man wearing a pirate hat and eyepatch smiles at the camera . | A person wears the eyepatch . | 0entailment
| 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 . | 0entailment
| 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 . | 1neutral
| 2 | SNLI-dev | AGCI-WK | AGCI |
USA basketball player dribbling to the basket protecting the ball from the opposition . | The opposition is an action . | 2contradiction
| 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 . | 0entailment
| 5 | SNLI-train | AGCI-WK | AGCI |
Oklahoma University's Sooners football team playing against a rival. | Their is a football game going on. | 0entailment
| 5 | SNLI-train | SNLI-ENTAILMENT | SNLI |
Original dataset available here.
This dataset is the "full" JOCI dataset, which is the file named joci.csv.zip
.
The following processing is applied,
label
column renamed to original_label
label
column using the following mapping, using common practices (1, 2){
0: "contradiction",
1: "contradiction",
2: "neutral",
3: "neutral",
4: "neutral",
5: "entailment",
}
{"entailment": 0, "neutral": 1, "contradiction": 2}
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>")