Dataset Preview
Go to dataset viewer
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,
label
column renamed tooriginal_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>")