sileod/deberta-v3-base-tasksource-nli
•
Updated
•
3.74k
•
26
Datasets:
Tasks:
Text Classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
found
Source Datasets:
original
ArXiv:
Tags:
hate-speech-detection
License:
unknown
Dataset Preview
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| count (int64) | hate_speech_count (int64) | offensive_language_count (int64) | neither_count (int64) | class (class label) | tweet (string) |
|---|---|---|---|---|---|
3
| 0
| 0
| 3
| 2
(neither) | "!!! 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
| 1
(offensive language) | "!!!!! RT @mleew17: boy dats cold...tyga dwn bad for cuffin dat hoe in the 1st place!!"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | "!!!!!!!!! RT @C_G_Anderson: @viva_based she look like a tranny"
|
6
| 0
| 6
| 0
| 1
(offensive 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
| 1
(offensive 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
| 1
(offensive language) | "!!!!!!"@__BrighterDays: I can not just sit up and HATE on another bitch .. I got too much shit going on!""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "!!!!“@selfiequeenbri: cause I'm tired of you big bitches coming for us skinny girls!!”"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" & you might not get ya bitch back & thats that ""
|
3
| 1
| 2
| 0
| 1
(offensive language) | "" @rhythmixx_ :hobbies include: fighting Mariam"
bitch"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" Keeks is a bitch she curves everyone " lol I walked into a conversation like this. Smh"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" Murda Gang bitch its Gang Land ""
|
3
| 0
| 2
| 1
| 1
(offensive language) | "" So hoes that smoke are losers ? " yea ... go on IG"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" bad bitches is the only thing that i like ""
|
3
| 1
| 2
| 0
| 1
(offensive language) | "" bitch get up off me ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" bitch nigga miss me with it ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" bitch plz whatever ""
|
3
| 1
| 2
| 0
| 1
(offensive language) | "" bitch who do you love ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" bitches get cut off everyday B ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" black bottle & a bad bitch ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" broke bitch cant tell me nothing ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" cancel that bitch like Nino ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" cant you see these hoes wont change ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" fuck no that bitch dont even suck dick " 😂😂😂 the Kermit videos bout to fuck IG up"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" got ya bitch tip toeing on my hardwood floors " 😂 http://t.co/cOU2WQ5L4q"
|
3
| 0
| 2
| 1
| 1
(offensive language) | "" her pussy lips like Heaven doors " 😌"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" hoe what its hitting for ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" i met that pussy on Ocean Dr . i gave that pussy a pill " 😌"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" i need a trippy bitch who fuck on Hennessy ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" i spend my money how i want bitch its my business ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" i txt my old bitch my new bitch pussy wetter ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" i'd say im back to the old me but my old bitches would get excited " 😌"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" if you aint bout that Murder Game pussy nigga shut up ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" if you're toes ain't done you pussy stinks ""
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | "" is that ya bitch ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" it aint nothing to cut a bitch off ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" jus meet son now he ya mane ass bitches " #Shots"
|
3
| 0
| 2
| 1
| 1
(offensive language) | "" lames crying over hoes thats tears of a clown ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" like Snoop said in 94 we dont love these hoes ""
|
3
| 0
| 1
| 2
| 2
(neither) | "" momma said no pussy cats inside my doghouse ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" most hated but the hoes favorite " #2MW #SevenOne # http://t.co/BMdSVMc3rC"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | "" pimps up pimps up hoes down " Future voice"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" post a picture of that pussy get 200 likes ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" pussy is a powerful drug " 😅 #HappyHumpDay http://t.co/R8jsymiB5b"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" quick piece of pussy call it a drive by ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" running round here like some brand new pussy thats bout to get fucked ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" these bitches even worst they'll send them guys for you ""
|
3
| 1
| 2
| 0
| 1
(offensive language) | "" these hoes like niggas that spend money not talk bout it ""
|
3
| 1
| 2
| 0
| 1
(offensive language) | "" we dont trust these niggas all these bitches ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" yall niggas b cuffing hoes cause yall aint never have bitches ""
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" you dodge a bullet " 😅 “@DaRealKha: "All da bitches I cut off pregnant or bound to be ....thank God 🙏"”"
|
3
| 0
| 3
| 0
| 1
(offensive language) | "" young Pill Chamberlain these bitches love my music ""
|
3
| 0
| 2
| 1
| 1
(offensive language) | ""😂😂😂😂😂😂😂😂😂😂😂@VandalSavage_: Teanna Trump probably cleaner than most of these twitter hoes but.........""
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""😂😂😂😂😂😂😂😂😂😂@DaHomieFuzz: Gay niggas couldn't wait to act like bitches tonight""
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | ""& he's gone always be a hoe""
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""...Son of a bitch took my Tic Tacs."
I like this movie."
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""..All I wanna do is get money and fuck model bitches!" - Russell Simmons"
|
3
| 0
| 2
| 1
| 1
(offensive 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
| 1
(offensive language) | ""@A7XDemery: I'm a fucking fag they said""
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 2
(neither) | ""@Addicted2Guys: -SimplyAddictedToGuys http://t.co/1jL4hi8ZMF" woof woof hot scally lad"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@AdoreBellaaa: Have ya ever asked your bitch for other bitches - kanye voice" Yes"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 2
(neither) | ""@AllAboutManFeet: http://t.co/3gzUpfuMev" woof woof and hot soles"
|
3
| 0
| 1
| 2
| 2
(neither) | ""@Allyhaaaaa: Lemmie eat a Oreo & do these dishes." One oreo? Lol"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@Almightywayne__: Fuck Red Malone man bitch ass niggah" could you please use complete sentences?"
|
3
| 0
| 0
| 3
| 2
(neither) | ""@ArizonasFinest6: Why the eggplant emoji doe?"y he say she looked like scream lmao"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@AutoWorId: Hennessey Venom GT 🙈 http://t.co/i8eGMnKaJ9" that's one sexy bitch"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@BOSSBYTCHH: Him seh me pussy wetter then a shower curtain....#ahmesehwetness"<lmao!!"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive 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
| 2
(neither) | ""@BabyAnimalPics: baby monkey bathtime http://t.co/7KPWAdLF0R"
Awwwwe! This is soooo ADORABLE!"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@BaylaaGottaBody: 😂😂😂😂 I ain't shit ." Damn Skippy lol"
|
3
| 1
| 2
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@BeenBasedB: @_KudaBrazyy http://t.co/LuUBGL9Y5u" 0 rings 0 mvps 0 bitches lol"
|
3
| 1
| 2
| 0
| 1
(offensive language) | ""@BeenFLYnSolo: ppl talk bad about the ghetto/hood ... but as a kid growing up, a nigga had funnnnnnn !""
|
9
| 0
| 7
| 2
| 1
(offensive language) | ""@BestProAdvice: The facts on tattoos...tattoo http://t.co/ZwnbhpDZ8e" he's a pussy with not tattooing them nipples"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@BitchJones92: Get worshiping bitch! http://t.co/R37CejCjou" woof woof"
|
3
| 1
| 2
| 0
| 1
(offensive 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
| 1
(offensive 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
| 0
(hate speech) | ""@Blackman38Tide: @WhaleLookyHere @HowdyDowdy11 queer" gaywad"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@BrokenPiecesmsc: @ItsNotAdam faggot read my tweets after dat k" it wasn't even funny lol"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@BrosConfessions: This bitch was so ungrateful http://t.co/06e77bGwbx" fr ..... LULWHORE"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@CASHandBOOBIES: I been kidnapped yo bitch""
|
3
| 3
| 0
| 0
| 0
(hate speech) | ""@CB_Baby24: @white_thunduh alsarabsss" hes a beaner smh you can tell hes a mexican"
|
3
| 1
| 2
| 0
| 1
(offensive language) | ""@CCobey: @AydanMcCoy happy birthday nigs" Thanks yo"
|
6
| 1
| 5
| 0
| 1
(offensive language) | ""@CHlLDHOODRUINER: when ur teacher tells u that u have homework https://t.co/RKk5vawIj1" this bitch need to go!!!"
|
3
| 1
| 2
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@CanIFuckOrNah: What would y'all lil ugly bald headed bitches do if they stop making make-up & weave?""
|
3
| 1
| 2
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@CauseWereGuys: Going back to school sucks more dick than the hoes who attend it.""
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@CauseWereGuys: On my way to fuck yo bitch http://t.co/j906T5zE2R" me as a 9 year old"
|
3
| 0
| 3
| 0
| 1
(offensive language) | ""@CeleyNichole: @white_thunduh how come you never bring me food" i dont have a car retard"
|
3
| 0
| 3
| 0
| 1
(offensive 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
| 1
(offensive language) | ""@ChandlerParsons: How bout them Cowboys!!!!" Shutup pussy"
|
End of preview (truncated to 100
rows)
Dataset Card for [Dataset Name]
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
