tasksource/deberta-small-long-nli
Zero-Shot Classification
•
Updated
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52.3k
•
39
Datasets:
Tasks:
Text Classification
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
hate-speech-detection
License:
count
int64 3
9
| hate_speech_count
int64 0
7
| offensive_language_count
int64 0
9
| neither_count
int64 0
9
| class
class label 3
classes | tweet
stringlengths 5
754
|
|---|---|---|---|---|---|
3 | 0 | 0 | 3 | 2neither
| !!! RT @mayasolovely: As a woman you shouldn't complain about cleaning up your house. & as a man you should always take the trash out... |
3 | 0 | 3 | 0 | 1offensive language
| !!!!! RT @mleew17: boy dats cold...tyga dwn bad for cuffin dat hoe in the 1st place!! |
3 | 0 | 3 | 0 | 1offensive language
| !!!!!!! RT @UrKindOfBrand Dawg!!!! RT @80sbaby4life: You ever fuck a bitch and she start to cry? You be confused as shit |
3 | 0 | 2 | 1 | 1offensive language
| !!!!!!!!! RT @C_G_Anderson: @viva_based she look like a tranny |
6 | 0 | 6 | 0 | 1offensive language
| !!!!!!!!!!!!! RT @ShenikaRoberts: The shit you hear about me might be true or it might be faker than the bitch who told it to ya  |
3 | 1 | 2 | 0 | 1offensive language
| !!!!!!!!!!!!!!!!!!"@T_Madison_x: The shit just blows me..claim you so faithful and down for somebody but still fucking with hoes! 😂😂😂" |
3 | 0 | 3 | 0 | 1offensive language
| !!!!!!"@__BrighterDays: I can not just sit up and HATE on another bitch .. I got too much shit going on!" |
3 | 0 | 3 | 0 | 1offensive language
| !!!!“@selfiequeenbri: cause I'm tired of you big bitches coming for us skinny girls!!” |
3 | 0 | 3 | 0 | 1offensive language
| " & you might not get ya bitch back & thats that " |
3 | 1 | 2 | 0 | 1offensive language
| " @rhythmixx_ :hobbies include: fighting Mariam"
bitch |
3 | 0 | 3 | 0 | 1offensive language
| " Keeks is a bitch she curves everyone " lol I walked into a conversation like this. Smh |
3 | 0 | 3 | 0 | 1offensive language
| " Murda Gang bitch its Gang Land " |
3 | 0 | 2 | 1 | 1offensive language
| " So hoes that smoke are losers ? " yea ... go on IG |
3 | 0 | 3 | 0 | 1offensive language
| " bad bitches is the only thing that i like " |
3 | 1 | 2 | 0 | 1offensive language
| " bitch get up off me " |
3 | 0 | 3 | 0 | 1offensive language
| " bitch nigga miss me with it " |
3 | 0 | 3 | 0 | 1offensive language
| " bitch plz whatever " |
3 | 1 | 2 | 0 | 1offensive language
| " bitch who do you love " |
3 | 0 | 3 | 0 | 1offensive language
| " bitches get cut off everyday B " |
3 | 0 | 3 | 0 | 1offensive language
| " black bottle & a bad bitch " |
3 | 0 | 3 | 0 | 1offensive language
| " broke bitch cant tell me nothing " |
3 | 0 | 3 | 0 | 1offensive language
| " cancel that bitch like Nino " |
3 | 0 | 3 | 0 | 1offensive language
| " cant you see these hoes wont change " |
3 | 0 | 3 | 0 | 1offensive language
| " fuck no that bitch dont even suck dick " 😂😂😂 the Kermit videos bout to fuck IG up |
3 | 0 | 3 | 0 | 1offensive language
| " got ya bitch tip toeing on my hardwood floors " 😂 http://t.co/cOU2WQ5L4q |
3 | 0 | 2 | 1 | 1offensive language
| " her pussy lips like Heaven doors " 😌 |
3 | 0 | 3 | 0 | 1offensive language
| " hoe what its hitting for " |
3 | 0 | 3 | 0 | 1offensive language
| " i met that pussy on Ocean Dr . i gave that pussy a pill " 😌 |
3 | 0 | 3 | 0 | 1offensive language
| " i need a trippy bitch who fuck on Hennessy " |
3 | 0 | 3 | 0 | 1offensive language
| " i spend my money how i want bitch its my business " |
3 | 0 | 3 | 0 | 1offensive language
| " i txt my old bitch my new bitch pussy wetter " |
3 | 0 | 3 | 0 | 1offensive language
| " i'd say im back to the old me but my old bitches would get excited " 😌 |
3 | 0 | 3 | 0 | 1offensive language
| " if you aint bout that Murder Game pussy nigga shut up " |
3 | 0 | 3 | 0 | 1offensive language
| " if you're toes ain't done you pussy stinks " |
3 | 0 | 3 | 0 | 1offensive language
| " im done with bitter bitches its a wrap for that . if you a angry bird theres a app for that " |
3 | 0 | 3 | 0 | 1offensive language
| " is that ya bitch " |
3 | 0 | 3 | 0 | 1offensive language
| " it aint nothing to cut a bitch off " |
3 | 0 | 3 | 0 | 1offensive language
| " jus meet son now he ya mane ass bitches " #Shots |
3 | 0 | 2 | 1 | 1offensive language
| " lames crying over hoes thats tears of a clown " |
3 | 0 | 3 | 0 | 1offensive language
| " like Snoop said in 94 we dont love these hoes " |
3 | 0 | 1 | 2 | 2neither
| " momma said no pussy cats inside my doghouse " |
3 | 0 | 3 | 0 | 1offensive language
| " most hated but the hoes favorite " #2MW #SevenOne # http://t.co/BMdSVMc3rC |
3 | 0 | 3 | 0 | 1offensive language
| " nice girls bad, make me get naughty. Bad yello hoe, real nice body. Down south chick, like em real thick" http://t.co/bzRDl3kF7U |
3 | 0 | 3 | 0 | 1offensive language
| " pimps up pimps up hoes down " Future voice |
3 | 0 | 3 | 0 | 1offensive language
| " post a picture of that pussy get 200 likes " |
3 | 0 | 3 | 0 | 1offensive language
| " pussy is a powerful drug " 😅 #HappyHumpDay http://t.co/R8jsymiB5b |
3 | 0 | 3 | 0 | 1offensive language
| " quick piece of pussy call it a drive by " |
3 | 0 | 3 | 0 | 1offensive language
| " running round here like some brand new pussy thats bout to get fucked " |
3 | 0 | 3 | 0 | 1offensive language
| " these bitches even worst they'll send them guys for you " |
3 | 1 | 2 | 0 | 1offensive language
| " these hoes like niggas that spend money not talk bout it " |
3 | 1 | 2 | 0 | 1offensive language
| " we dont trust these niggas all these bitches " |
3 | 0 | 3 | 0 | 1offensive language
| " yall niggas b cuffing hoes cause yall aint never have bitches " |
3 | 0 | 3 | 0 | 1offensive language
| " you dodge a bullet " 😅 “@DaRealKha: "All da bitches I cut off pregnant or bound to be ....thank God 🙏"” |
3 | 0 | 3 | 0 | 1offensive language
| " young Pill Chamberlain these bitches love my music " |
3 | 0 | 2 | 1 | 1offensive language
| "😂😂😂😂😂😂😂😂😂😂😂@VandalSavage_: Teanna Trump probably cleaner than most of these twitter hoes but........." |
3 | 0 | 3 | 0 | 1offensive language
| "😂😂😂😂😂😂😂😂😂😂@DaHomieFuzz: Gay niggas couldn't wait to act like bitches tonight" |
3 | 0 | 3 | 0 | 1offensive language
| "😂😂😂@The_Paradox: And ima steal his cat n replace it with a pitbull 😂😂😂😂 RT @80sbaby4life: @The_Paradox He a bitch you should do it" |
3 | 0 | 3 | 0 | 1offensive language
| "& he's gone always be a hoe" |
3 | 0 | 3 | 0 | 1offensive language
| "...Son of a bitch took my Tic Tacs."
I like this movie. |
3 | 0 | 3 | 0 | 1offensive language
| "..All I wanna do is get money and fuck model bitches!" - Russell Simmons |
3 | 0 | 2 | 1 | 1offensive language
| "@2015seniorprobs: I probably wouldn’t mind school as much if we didn’t have to deal with bitch ass teachers". Retweet |
3 | 0 | 3 | 0 | 1offensive language
| "@A7XDemery: I'm a fucking fag they said" |
3 | 0 | 3 | 0 | 1offensive language
| "@ARIZZLEINDACUT: Females think dating a pussy is cute now? http://t.co/VxBJg26Gsz" how does doing this stuff make him a pussy? |
3 | 0 | 0 | 3 | 2neither
| "@Addicted2Guys: -SimplyAddictedToGuys http://t.co/1jL4hi8ZMF" woof woof hot scally lad |
3 | 0 | 3 | 0 | 1offensive language
| "@AdoreBellaaa: Have ya ever asked your bitch for other bitches - kanye voice" Yes |
3 | 0 | 3 | 0 | 1offensive language
| "@AdoreZoey: How u gone bring ur side bitch to a game where You know Ya gf friends at ?! 😩😩😩😩" I SWEAR!!!!! |
3 | 0 | 1 | 2 | 2neither
| "@AllAboutManFeet: http://t.co/3gzUpfuMev" woof woof and hot soles |
3 | 0 | 1 | 2 | 2neither
| "@Allyhaaaaa: Lemmie eat a Oreo & do these dishes." One oreo? Lol |
3 | 0 | 3 | 0 | 1offensive language
| "@Almightywayne__: @JetsAndASwisher @Gook____ bitch fuck u http://t.co/pXmGA68NC1" maybe you'll get better. Just http://t.co/TPreVwfq0S |
3 | 1 | 2 | 0 | 1offensive language
| "@Almightywayne__: Fuck Red Malone man bitch ass niggah" could you please use complete sentences? |
3 | 0 | 0 | 3 | 2neither
| "@ArizonasFinest6: Why the eggplant emoji doe?"y he say she looked like scream lmao |
3 | 0 | 3 | 0 | 1offensive language
| "@AutoWorId: Hennessey Venom GT 🙈 http://t.co/i8eGMnKaJ9" that's one sexy bitch |
3 | 0 | 3 | 0 | 1offensive language
| "@BOSSBYTCHH: Him seh me pussy wetter then a shower curtain....#ahmesehwetness"<lmao!! |
3 | 0 | 3 | 0 | 1offensive language
| "@BRO_HEN314: #Eaglesnation and every #Eagles need to see that pic I just posted because that bitch just said the most racist shit" |
3 | 1 | 2 | 0 | 1offensive language
| "@BVSEDCHINK: Yo fuck skateboarding, all y'all some wood pushing faggots man, ball is life http://t.co/VBCzP6HMT7"
@AmJemieBenn |
3 | 0 | 1 | 2 | 2neither
| "@BabyAnimalPics: baby monkey bathtime http://t.co/7KPWAdLF0R"
Awwwwe! This is soooo ADORABLE! |
3 | 0 | 3 | 0 | 1offensive language
| "@BaylaaGottaBody: 😂😂😂😂 I ain't shit ." Damn Skippy lol |
3 | 1 | 2 | 0 | 1offensive language
| "@BeEasyJrizzy: u ever kill a ant on the sidewalk and think damn what if that nigga was on his way to get some pussy"No bs must b >30%chance |
3 | 0 | 3 | 0 | 1offensive language
| "@BeenBasedB: @_KudaBrazyy http://t.co/LuUBGL9Y5u" 0 rings 0 mvps 0 bitches lol |
3 | 1 | 2 | 0 | 1offensive language
| "@BeenFLYnSolo: ppl talk bad about the ghetto/hood ... but as a kid growing up, a nigga had funnnnnnn !" |
9 | 0 | 7 | 2 | 1offensive language
| "@BestProAdvice: The facts on tattoos...tattoo http://t.co/ZwnbhpDZ8e" he's a pussy with not tattooing them nipples |
3 | 0 | 3 | 0 | 1offensive language
| "@Bill215_: 💯💯💯 RT @nel_ayden Bitches be wanting to act like niggas so bad 😩😩😩 that shit aint cuteeeee" but niggas act like bitches.. |
3 | 0 | 3 | 0 | 1offensive language
| "@BitchJones92: Get worshiping bitch! http://t.co/R37CejCjou" woof woof |
3 | 1 | 2 | 0 | 1offensive language
| "@BlackChiquitita: Wow. RT @thatmanpalmer I'm lost. Are those buttcheek piercings? http://t.co/yn6guyOUQ6" yeah she's a hoe |
3 | 0 | 3 | 0 | 1offensive language
| "@BlackNerdJade: Ok, sis." She'd rather be a broke bitch? *shrugs* she'll have to tell me how it works for her |
3 | 2 | 1 | 0 | 0hate speech
| "@Blackman38Tide: @WhaleLookyHere @HowdyDowdy11 queer" gaywad |
3 | 0 | 3 | 0 | 1offensive language
| "@BrokenPiecesmsc: @ItsNotAdam faggot read my tweets after dat k" it wasn't even funny lol |
3 | 0 | 3 | 0 | 1offensive language
| "@BrosConfessions: This bitch was so ungrateful http://t.co/06e77bGwbx" fr ..... LULWHORE |
3 | 0 | 3 | 0 | 1offensive language
| "@CASHandBOOBIES: I been kidnapped yo bitch" |
3 | 3 | 0 | 0 | 0hate speech
| "@CB_Baby24: @white_thunduh alsarabsss" hes a beaner smh you can tell hes a mexican |
3 | 1 | 2 | 0 | 1offensive language
| "@CCobey: @AydanMcCoy happy birthday nigs" Thanks yo |
6 | 1 | 5 | 0 | 1offensive language
| "@CHlLDHOODRUINER: when ur teacher tells u that u have homework https://t.co/RKk5vawIj1" this bitch need to go!!! |
3 | 1 | 2 | 0 | 1offensive language
| "@CaelanG15: "@22EdHam: @CaelanG15 that nigga was eating that hoe lol" Hell Yea lol john Paul" nigga said john paul.. http://t.co/OSIpBKPr9h |
3 | 0 | 3 | 0 | 1offensive language
| "@CanIFuckOrNah: What would y'all lil ugly bald headed bitches do if they stop making make-up & weave?" |
3 | 1 | 2 | 0 | 1offensive language
| "@CarelessOne92: Leafs better win this damn game so I can go riot and shit #EarlyChristmas" you better start looting my nig |
3 | 0 | 3 | 0 | 1offensive language
| "@CauseWereGuys: Going back to school sucks more dick than the hoes who attend it." |
3 | 0 | 3 | 0 | 1offensive language
| "@CauseWereGuys: On my way to fuck yo bitch http://t.co/j906T5zE2R" me as a 9 year old |
3 | 0 | 3 | 0 | 1offensive language
| "@CeleyNichole: @white_thunduh how come you never bring me food" i dont have a car retard |
3 | 0 | 3 | 0 | 1offensive language
| "@ChadMFVerbeck: If Richnow doesn't show up with hella tinder hoes Im not his friend anymore" chill I brought like like 8 prople |
3 | 1 | 2 | 0 | 1offensive language
| "@ChandlerParsons: How bout them Cowboys!!!!" Shutup pussy |
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Dataset Summary
An annotated dataset for hate speech and offensive language detection on tweets.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English (en)
Dataset Structure
Data Instances
{
"count": 3,
"hate_speech_annotation": 0,
"offensive_language_annotation": 0,
"neither_annotation": 3,
"label": 2, # "neither"
"tweet": "!!! RT @mayasolovely: As a woman you shouldn't complain about cleaning up your house. & as a man you should always take the trash out...")
}
Data Fields
count: (Integer) number of users who coded each tweet (min is 3, sometimes more users coded a tweet when judgments were determined to be unreliable,
hate_speech_annotation: (Integer) number of users who judged the tweet to be hate speech,
offensive_language_annotation: (Integer) number of users who judged the tweet to be offensive,
neither_annotation: (Integer) number of users who judged the tweet to be neither offensive nor non-offensive,
label: (Class Label) class label for majority of CF users (0: 'hate-speech', 1: 'offensive-language' or 2: 'neither'),
tweet: (string)
Data Splits
This dataset is not splitted, only the train split is available.
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
Usernames are not anonymized in the dataset.
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
MIT License
Citation Information
@inproceedings{hateoffensive, title = {Automated Hate Speech Detection and the Problem of Offensive Language}, author = {Davidson, Thomas and Warmsley, Dana and Macy, Michael and Weber, Ingmar}, booktitle = {Proceedings of the 11th International AAAI Conference on Web and Social Media}, series = {ICWSM '17}, year = {2017}, location = {Montreal, Canada}, pages = {512-515} }
Contributions
Thanks to @hugoabonizio for adding this dataset.
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Homepage:
github.com
Repository:
github.com
Paper:
arxiv.org
Leaderboard:
Leaderboard:
Point of Contact:
docs.google.com
Size of downloaded dataset files:
1.63 MB
Size of the auto-converted Parquet files:
1.63 MB
Number of rows:
24,783
