tasksource/deberta-small-long-nli
Zero-Shot Classification
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Updated
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67.2k
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36
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
English
Size:
10K - 100K
License:
label
class label 2
classes | tweet
stringlengths 10
273
|
|---|---|
0no-hate-speech
| @user when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. #run |
0no-hate-speech
| @user @user thanks for #lyft credit i can't use cause they don't offer wheelchair vans in pdx. #disapointed #getthanked |
0no-hate-speech
| bihday your majesty |
0no-hate-speech
| #model i love u take with u all the time in urð±!!! ðððð
ð¦ð¦ð¦ |
0no-hate-speech
| factsguide: society now #motivation |
0no-hate-speech
| [2/2] huge fan fare and big talking before they leave. chaos and pay disputes when they get there. #allshowandnogo |
0no-hate-speech
| @user camping tomorrow @user @user @user @user @user @user @user danny⦠|
0no-hate-speech
| the next school year is the year for exams.ð¯ can't think about that ð #school #exams #hate #imagine #actorslife #revolutionschool #girl |
0no-hate-speech
| we won!!! love the land!!! #allin #cavs #champions #cleveland #clevelandcavaliers ⦠|
0no-hate-speech
| @user @user welcome here ! i'm it's so #gr8 ! |
0no-hate-speech
| â #ireland consumer price index (mom) climbed from previous 0.2% to 0.5% in may #blog #silver #gold #forex |
0no-hate-speech
| we are so selfish. #orlando #standwithorlando #pulseshooting #orlandoshooting #biggerproblems #selfish #heabreaking #values #love # |
0no-hate-speech
| i get to see my daddy today!! #80days #gettingfed |
1hate-speech
| @user #cnn calls #michigan middle school 'build the wall' chant '' #tcot |
1hate-speech
| no comment! in #australia #opkillingbay #seashepherd #helpcovedolphins #thecove #helpcovedolphins |
0no-hate-speech
| ouch...junior is angryð#got7 #junior #yugyoem #omg |
0no-hate-speech
| i am thankful for having a paner. #thankful #positive |
1hate-speech
| retweet if you agree! |
0no-hate-speech
| its #friday! ð smiles all around via ig user: @user #cookies make people |
0no-hate-speech
| as we all know, essential oils are not made of chemicals. |
0no-hate-speech
| #euro2016 people blaming ha for conceded goal was it fat rooney who gave away free kick knowing bale can hit them from there. |
0no-hate-speech
| sad little dude.. #badday #coneofshame #cats #pissed #funny #laughs |
0no-hate-speech
| product of the day: happy man #wine tool who's it's the #weekend? time to open up & drink up! |
1hate-speech
| @user @user lumpy says i am a . prove it lumpy. |
0no-hate-speech
| @user #tgif #ff to my #gamedev #indiedev #indiegamedev #squad! @user @user @user @user @user |
0no-hate-speech
| beautiful sign by vendor 80 for $45.00!! #upsideofflorida #shopalyssas #love |
0no-hate-speech
| @user all #smiles when #media is !! ðð #pressconference in #antalya #turkey ! sunday #throwback love! ððâ¤ï¸ |
0no-hate-speech
| we had a great panel on the mediatization of the public service #ica16 |
0no-hate-speech
| happy father's day @user ðððð |
0no-hate-speech
| 50 people went to nightclub to have a good night and 1 man's actions means those people are lost to their families forever #rip#orlando |
0no-hate-speech
| i have never had a chance to vote for a presidential candidate i was excited about and this cycle looks to be no different. |
0no-hate-speech
| #alohafriday #time does #not #exist #positivevibes #hawaiian @user @user @user @user |
0no-hate-speech
| @user rip to the fellow nohern ireland fan who sadley passed away tonight!.. gawa, forever singing and cheering on fire |
0no-hate-speech
| it was a hard monday due to cloudy weather. disabling oxygen production for today. #goodnight #badmonday |
1hate-speech
| it's unbelievable that in the 21st century we'd need something like this. again. #neverump #xenophobia |
0no-hate-speech
| #taylorswift1989 bull up: you will dominate your bull and you will direct it whatever you want it to do. w |
0no-hate-speech
| morning~~ #travelingram #dalat #ripinkylife |
0no-hate-speech
| @user once more only one word tells it all: #photoshop. #enoughisenough #dontphotoshopeverything #wheresallthenaturalphotos |
0no-hate-speech
| oh, #cedarpoint. waited 2 hours in the valravn line and it stopped working. we were so close. |
0no-hate-speech
| i am thankful for sunshine. #thankful #positive |
0no-hate-speech
| when you finally finish a book you've been working on for awhile... #bookworm #ontothenextnovel |
0no-hate-speech
| yup, being a knicks fan is hard, so its easier to just be an nba fan when the playoffs roll around ð |
0no-hate-speech
| there is life after social networking. embrace each day. be |
0no-hate-speech
| my mom shares the same bihday as @user bihday snake! see you this weekend ðð¼ |
0no-hate-speech
| lovely echeveria blooms#flowers #grow #gardening #iphonesia #bliss #blooms #basilicabotanica |
0no-hate-speech
| i am amazing. #i_am #positive #affirmation |
0no-hate-speech
| #model i love u take with u all the time in urð±!!! ðððð
ð¦ð¦ð¦ |
0no-hate-speech
| #whenever im and #something goes #wrong | |
0no-hate-speech
| feeling blue #illustration |
0no-hate-speech
| the best pa about life is knowing who you are! ðâï¸ð¼ð» ⦠|
0no-hate-speech
| #abc2020 getting ready 2 remove the victums frm #pulseclub #prayfororlando |
0no-hate-speech
| for her #bihday we got her a #nose #job @user ðð¶ððð #bihday #petunia we love you ð |
0no-hate-speech
| off to concelebrate at the #albanpilgrimage for the first time. @user |
0no-hate-speech
| @user let the scum-baggery begin..... |
0no-hate-speech
| thank you! ðð super love it! â¤ï¸ zpamdelacruz #wedding# @ dolores, capas tarlac. |
0no-hate-speech
| a scourge on those playing baroque pieces on piano beyond belief |
1hate-speech
| @user lets fight against #love #peace |
0no-hate-speech
| happy fatherâs day, mr. rayos #video #fathers #day #rayos #world #hotvideo #videos |
0no-hate-speech
| @user ascot times with this babe â¤ï¸â¤ï¸ #ascot #fashion #monochrome #style #instahappyday |
0no-hate-speech
| the weekend..is here!!ððððð #selfie #yolo #xoxo #like4like |
0no-hate-speech
| happy at work conference: right' mindset leads to culture-of-development organizations #work #mindset |
0no-hate-speech
| christina grimmie's last performance before being shot... via @user #christinarip #voice #christinagrimmie |
0no-hate-speech
| we are ready to dance #roar #preschoolers #students #proud⦠|
0no-hate-speech
| you've really hu my feelings :( |
0no-hate-speech
| @user my wife whom i adore had to miss your poland show because she had surgery. her name is bridget & she's my everything. |
0no-hate-speech
| @user i am so jealous of you right now.... #chatiado |
0no-hate-speech
| i celebrate every man that has played it's fatherly role. father's day# |
0no-hate-speech
| i'm sure they are just as happy.... ðð½ðð½ðð½ hour |
1hate-speech
| ð©the white establishment can't have blk folx running around loving themselves and promoting our greatness |
0no-hate-speech
| good morning! the journey begins! ððð»ð³ #travel #yeah #thejourneybegins #hello⦠|
0no-hate-speech
| @user # if you #luv #hottweets like this from ⶠâ¥#venusexchange⥠|
0no-hate-speech
| our new brochures have arrived! how exciting!! #aworks #solutions |
0no-hate-speech
| so much stuff happening in florida! first #orlando shooting and now #disneygatorattack on a two year old kidð¥ð |
0no-hate-speech
| @user ferrari will do itðªð¼ for the sake of the championship. this gp is clearly a turning point rb, ferrari,mercs...ð |
0no-hate-speech
| aced my first test! #proud |
0no-hate-speech
| seeks probe into #udtapunjab' leak, points finger at #amarinder, #aap |
0no-hate-speech
| @user wrapping up #senseaboutmaths @user 6th @user @user @user |
1hate-speech
| @user hey, white people: you can call people 'white' by @user #race #identity #med⦠|
0no-hate-speech
| @user @user you might be. just have not shown here today. regurgitated talking points and name calling? |
0no-hate-speech
| sometimes you have to raise a few brows to raise the bar. #golfstrengthandconditioning #strong #felixfoisgolf |
0no-hate-speech
| about that ððð #greathonour #careerconvos @user @user |
0no-hate-speech
| @user designing #innovative learning space @user to include #wateringhole #cave #mountaintop #campfire @user h⦠|
1hate-speech
| how the #altright uses & insecurity to lure men into #whitesupremacy |
0no-hate-speech
| carrying a gun wouldn't of helped if you can't take it in with you. gun control won't stop the black market! terrorism will get worse! |
0no-hate-speech
| use the power of your mind to #heal your body!! - #altwaystoheal #healthy #peace! |
0no-hate-speech
| woohoo!! just over 5 weeks to go! |
0no-hate-speech
| being in a far away place where you have no family members hus |
0no-hate-speech
| ready to rehearse tonight with new music and new videos, look out for the announcement! #midweek #newmusic #watchthisspace #guitar |
0no-hate-speech
| now on monday nights at 8pm on #up channel!!!! i finally get to see what all the fuss is about!!! |
0no-hate-speech
| watching the new episodes of @user on @user |
0no-hate-speech
| @user offline now after a very nice and long night.. ð #snapchat @user #redhead #vermillionred |
0no-hate-speech
| 15 things incredibly #people do |
0no-hate-speech
| yes! received my acceptance letter for my masters so will be back at @user again in october! #goodtimes #history |
0no-hate-speech
| daughter riding her bike around driveway, son playing his guitar for us while we enjoy ðº by the campfire... #summeime #memories |
0no-hate-speech
| omg!!! loving this station!!! way to jam out at work!!! while getting work done of course!!!! #memories @user |
0no-hate-speech
| @user i'll always hope that one day i'll get to hug you, but i don't think that it's gonna happen anytime soon... |
0no-hate-speech
| #model i love u take with u all the time in urð±!!! ðððð
ð¦ð¦ð¦ |
0no-hate-speech
| couple having sex fat naked japanese girls |
0no-hate-speech
| #hump on that #hump day #humpersð© @ edwardsville, pennsylvania |
0no-hate-speech
| personalised we... gbp 7.99 get here: #shop #cool #home #fun |
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Dataset Card for Tweets Hate Speech Detection
Dataset Summary
The objective of this task is to detect hate speech in tweets. For the sake of simplicity, we say a tweet contains hate speech if it has a racist or sexist sentiment associated with it. So, the task is to classify racist or sexist tweets from other tweets.
Formally, given a training sample of tweets and labels, where label ‘1’ denotes the tweet is racist/sexist and label ‘0’ denotes the tweet is not racist/sexist, your objective is to predict the labels on the given test dataset.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
The tweets are primarily in English Language.
Dataset Structure
Data Instances
The dataset contains a label denoting is the tweet a hate speech or not
{'label': 0, # not a hate speech
'tweet': ' @user when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. #run'}
Data Fields
- label : 1 - it is a hate speech, 0 - not a hate speech.
- tweet: content of the tweet as a string.
Data Splits
The data contains training data with :31962 entries
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
Crowdsourced from tweets of users
Who are the source language producers?
Cwodsourced from twitter
Annotations
Annotation process
The data has been precprocessed and a model has been trained to assign the relevant label to the tweet
Who are the annotators?
The data has been provided by Roshan Sharma
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
With the help of this dataset, one can understand more about the human sentiments and also analye the situations when a particular person intends to make use of hatred/racist comments
Discussion of Biases
The data could be cleaned up further for additional purposes such as applying a better feature extraction techniques
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
Roshan Sharma
Licensing Information
Citation Information
Contributions
Thanks to @darshan-gandhi for adding this dataset.
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Homepage:
Home
Repository:
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Paper:
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Leaderboard:
Leaderboard:
Point of Contact:
Darshan Gandhi
Size of downloaded dataset files:
3.18 MB
Size of the auto-converted Parquet files:
3.18 MB
Number of rows:
49,159
