Something Just Like TRuST : Toxicity Recognition of Span and Target
Paper • 2506.02326 • Published
index int64 0 11.3k | text stringlengths 2 1k | Toxicity stringclasses 3
values | Target stringclasses 24
values | Toxic Span stringlengths 2 110 |
|---|---|---|---|---|
0 | Obamacare is on it's last gasping breaths. You idiots who don't want something else passed that's going to save your free healthcare are kind of stupid. But if you block anything else that gives you socialized healthcare it's your own fault for being unbudging. You can go back to nothing when nothing further is pa... | non-toxic | politics | NOT FOUND |
1 | it’s a difference between beefing & getting shit out the way! My ppl ain’t beefing they getting shit out the way 🤞🏽 | non-toxic | no target | NOT FOUND |
2 | <user> is it possible to put subtitles on your videos the only know one person on twitter who does this and it ’ anazing | non-toxic | no target | none |
4 | That is a lot of baloney hyperbole that you just made up. Soros like millions of other people is a trader whose contribution to the markets is to make them more efficient by buying or selling when markets go further than they should in any direction. If you have any link to a reputable news article about Soros being in... | non-toxic | politics | NOT FOUND |
5 | <user> <user> and your muslim you dumb towel head camel jockey genital mutilated whore | non-toxic | muslim | NOT FOUND |
6 | although native americans have their own language, english is now the working language for most communities | non-toxic | native american | NOT FOUND |
7 | You're such a dick. :) | non-toxic | no target | NOT FOUND |
8 | How about we just get rid of the disease instead of concentrating on treatment.
Trump has to go.
We're surrounded by morons. | non-toxic | politics | NOT FOUND |
9 | fuckin hippo doppelgänger negress | non-toxic | black | NOT FOUND |
10 | it is dangerous to leave the mentally disabled to themselves | non-toxic | politics | NOT FOUND |
11 | I'm posting from an android tablet...stop being a pedantic jerk about spelling.
Yes I am Western, and yes I'm a patriotic Canadian...not a Russian troll. | non-toxic | no target | pedantic,jerk |
12 | shit might fuck around and start dating white boys | non-toxic | white | NOT FOUND |
13 | the stereotype that black people like to sing and aren't good at anything else. i cannot find the original ugh, ia's youtube video about | non-toxic | black | NOT FOUND |
14 | Being racist is not a crime. Attitudes are not illegal although they can be criminally stupid. But when someone acts out against someone else because of that attitude it could well be illegal. Free speech like all freedoms has responsibilities and limits. Appearing in public made up to look like a historically offe... | non-toxic | other | NOT FOUND |
15 | I will travel to India and visit the Taj Mahal in April 2015. I would love to capture the beauty and history of that place.i | non-toxic | other country | NOT FOUND |
16 | i meant whigger not whither lol | toxic | white | all sentence |
17 | Sadly, it's amateur hour in Ottawa. Every simple issue it seems morphs into a fiasco.
How about a tax on idiots. With this group in Ottawa they would undoubtedly collect a bundle. | toxic | no target | idiots |
18 | people with disabilities are deadbeats who do not want to work | toxic | disability | deadbeats |
19 | lol only a female nigger could be so dumb | toxic | other | nigger,dumb |
20 | get your chinese food!! $5 off at the bowl!! | non-toxic | chinese | none |
21 | Sessions is a buffoon.
There's simply no help for it, the whole Trump administration is comprised of total buffoons. | toxic | politics | buffon |
22 | stupid people that pretend to know greek but actually do not (2 days ago)
-see bobby's comment below, same thing happened | toxic | no target | stupid |
23 | I am a closet gay | non-toxic | lgbtq+ | NOT FOUND |
24 | the washington post ran an op-ed saying that african american men have boyfriends and girlfriends instead of husbands and wives to undermine their marriage | non-toxic | black | NOT FOUND |
25 | <user> <user> hi i hate asians | non-toxic | asian | NOT FOUND |
26 | A grandmother who traveled Saturday from her home in Texas was denied entry at the airport in the United Arab Emirates. | non-toxic | other country | NOT FOUND |
27 | all mental illness is ultimately stress-induced | non-toxic | disability | NOT FOUND |
28 | Why is there a white supremacist movement in the first place? This sharp rise does not come as a surprise to many, since the growth of the economy | non-toxic | white | NOT FOUND |
30 | The USA has dropped over 6000 bombs on 7 countries in 2017 alone. None of these countries have attacked first and you wonder why N. Korea is nervous. Americans have a reputation of being stupid. The US has been at war 222 out of 239 Years they have existed. To me the real problem in the world is America. Oh tin pot dic... | toxic | united states | all sentence |
31 | Excellent, argue definitions, and if necessary, demand citations and references! Surprised to hear the Church does not teach infallibility. Are you sure you are a True Catholic, and not one of those cafeteria types. In any event, we agree, if God says kill, then babies, pregnant women, whatever, it's OK to kill the... | toxic | no target | all sentence |
32 | if you're outraged by this, white power | toxic | other ethnicity | all sentence |
35 | Sorry old man....I knew you were a DRUNK!
During the 5 years in Alaska we have grossed 1.5 million dollars
www.thehealingcentermedicalclinic.org | toxic | no target | drunk |
36 | latinos come to the US to have babies and drag the country down | toxic | latino | all sentence |
37 | That might be true but I keep remembering the stupid lady who put scalding hot coffee between her legs :) :) :) | toxic | no target | stupid |
38 | Trump needs to win
Trump is a limp dick and he's running foreign policy to look tough | toxic | politics | limp,dick |
39 | <user> hate you too 😘 | toxic | no target | hate |
40 | there is a distinct difference between native americans and american indians | non-toxic | native american | none |
41 | That's it, boast about your stupidity. | toxic | no target | stupidity |
42 | <user> <user> imo republicans think they are entitled to rape pigs filthy rotten pigs | non-toxic | politics | NOT FOUND |
43 | <user> one of many i d say as the great philosopher jay z observed <number> problems but a bitch ain t one | non-toxic | no target | NOT FOUND |
44 | i'd like to make a plea for a wheelchair
- living independently in a wheelchair
- end of life care, and the use of PDAs | non-toxic | disability | NOT FOUND |
45 | Tugging at heartstrings?
You sound like a third rate country music tavern singer pounding out third rate songs.
Collect your lobbying pay some other way, you're inept at this method. | non-toxic | no target | lobbying |
46 | I am not responsible for educating people about disabilities. It is the job of others to think.
----- I have grown tired of arguing over proper etiquette | non-toxic | disability | NOT FOUND |
47 | How many are trespassing on your property, Bill Hooper? I would guess that the average dreamer has more intelligence than you, more human kindness, speaks and writes better english than you, and is more highly motivated. They are young, and over their lives they will pay for your social security and medicare. Yet you w... | non-toxic | politics | NOT FOUND |
48 | Mulcair is an uneducated moron. Trump's policies bear little to no resemblance to those of Benito Mussolini. Mussolini's system of Fascismo had nothing to do with going against a race or religion. Fascism requires the rejection of democracy, when has Trump opposed democracy? Fascism is anti-individualist — and Donald T... | non-toxic | politics | dumb,fascist,moron,uneducated,violence |
49 | middle easterners cant fight so it was no surprise that they resorted to homemade bombs that dont work well | non-toxic | middle east | NOT FOUND |
50 | -----
" The young terrorists weren't homegrown. They had come here to kill us. They were supported, if not born, in the countries we | non-toxic | no target | none |
51 | From the article: "many of the nominees delayed by Democrats passed easily and with bipartisan support". So much for your two bit criminal allegation.
Dems still can't get over losing the election to the most unpopular non-politician in history. They keep trying to relive November 2016, somehow expecting a different ... | non-toxic | politics | all sentence |
52 | Overdose kits? Let these losers and scumbags to kill themselves, less criminals to house with taxpayers money. | non-toxic | politics | NOT FOUND |
53 | hahaha Yeah we dont do dumb ass shit like this....we are real criminals who help the economy that these citizens suck dry. | non-toxic | no target | NOT FOUND |
54 | ........... or old moron as his cabinet members call | non-toxic | politics | NOT FOUND |
55 | my heart is wounded at the issues you face in your countries and pray for you often | non-toxic | no target | NOT FOUND |
56 | .
...except that's not an option. The welfare is too large.
No amount of cutting will fix the debt obligations.
.
(besides, …it's idiotic to cut our own throats to save welfare for oil corporations.)
. | non-toxic | no target | NOT FOUND |
57 | “All I want to do is be there for my wife and kids,” said Magee, who has 9-year-old twins. “We love each other very much.”
I guess your family wasn't as important to you as the brief thrill of violating a woman was, scumbag. | non-toxic | no target | none |
59 | It's the Republican ethos--"just grab 'em by the pussy"--and the rich get what they want at the expense of everything and everyone else. | toxic | politics | pussy |
60 | a large part of america is chinese\n there's "chinese food" that's not chinese\n there | non-toxic | chinese | none |
63 | <user> Why are most of the lottery winners majority white people? Why? How? | non-toxic | white | none |
64 | <user> idubbz says nigger faggot all the time but no one actually gives him shit for it lol people are stupid as fuck | toxic | lgbtq+ | nigger,faggot,shit,stupid,as,fuck |
69 | its hard to make friends with people your own age who have disabilities\n
- rather than call a wheelchair user "disabled", it might be better | unsure | disability | NOT FOUND |
70 | behaviour that is not typical for a certain age----- mental disorders
- i would never employ a lawyer with severe depression and anxiety disorder, they cant be | non-toxic | disability | all sentence |
71 | What a true piece of human detritus. SHUT YOUR FILTHY MOUTH, John McCain. !!!!
(I much prefer a piece of garbage that doesn't get captured.) | toxic | no target | garbage |
72 | i am white do not bathe in guilt tears does that make me a white supremacist neo nazi domestic terrorist | toxic | white | nazi,terrorist,white |
73 | The girls that come to the theatre call Jin-san 'daddy' for some reason... | non-toxic | no target | none |
74 | the weather, especially when it's hot "What is the temperature?" "How is the weather?" "How does the | non-toxic | no target | none |
75 | ARE THEY COMPLETELY OUT OF THEIR FLIPPING MINDS,? OH! YES THEY liberal idiots | toxic | no target | idiots |
76 | jewish race are mostly thieves, murderers, and liars | toxic | jewish | thieves,murderers,liars |
77 | all girls are the same | toxic | woman | all sentence |
78 | Just the fact that this was the "jews in america" group provides grounds to question the results | non-toxic | jewish | none |
79 | This judge, as so many left wing nuts thinks he knows what's good for everyone. His antics are STUPID but he is getting a name for himself, an Obama flunky! | non-toxic | politics | NOT FOUND |
80 | "....and the immoral, uneducated and unpatriotic protest by the ignorant and ungrateful millionaires of the NFL."
Oh brother, where do you even start with this one? | non-toxic | no target | NOT FOUND |
81 | they are a single nation located in the western half of the united states | non-toxic | no target | NOT FOUND |
82 | life is good\t - cheating is a game\t - all young people are lazy\ - candy makes me happy\ - people should not be | non-toxic | no target | NOT FOUND |
83 | When I called you a presumptive idiot, I was grammatically and factually correct.
Have a great day. | non-toxic | no target | idiot |
84 | if youve never had mental problems you have no idea of how horrible it is to have a mental disability
- im not disabled, im just broken | non-toxic | disability | NOT FOUND |
85 | <user> is closing leaving a gap in slutty middle aged lady clubwear said <user> hold my white claw | non-toxic | no target | NOT FOUND |
86 | Â Â Â Â Â Â Â Â I think Bruce Jenner is a sick pervert and I hope he prays for Jesus to heal him.
- Â Â Â Â Â Â Â | toxic | lgbtq+ | sick,pervert |
87 | they're were also struggling with mental health shit, and that's really fucking sad bc neither of us could help each other | non-toxic | disability | none |
88 | one time this mexican woman was harrassing me at the store because she thought i was dave willner. apparently she stalked me | non-toxic | mexican | none |
89 | asexual aromantic and agender are a part of the lgbtq community you morons | toxic | lgbtq+ | morons |
91 | black guys are only good at jumping to pull off stunts in movies | toxic | black | all sentence |
92 | ...blacks dont have real names, they just have 'nigger' at the front of their name... | toxic | black | all sentence |
93 | i can not fw yall hoes nomo i got a girlfriend 🤗 | toxic | woman | hoes |
96 | because ashkenazi jews are so genetically close to europeans lolz this is funny yes i know it the latest canard being tossed around when not too long ago the ashkenazi jew was being hailed as proof that these demons were a race unto themselves which they are | toxic | jewish | all sentence |
98 | Keep digging? They posted what he said. He also called out McCain for being captured.
So he has busted on PTSD sufferers and POWs.
What about your crazy conspiracy theory about Clinton? There is enough things not to like with her without the overreach into tinfoil hat land.
However, she is not out saying stupid th... | toxic | politics | all sentence |
99 | The only thing Trump is going to win is a place in the Guinnes Book of Records as the biggest lying and most inept POTUS in US history. Regarding your other comments, the MSM and the DNC don't have to "manufacture" anything as long your beloved Twitter-in Chief continues making a fool of himself whenever he speaks or t... | toxic | politics | fool,lying |
100 | Coopers have a VERY spotty track record. I drove them at work and they were phenomenal. Got a set for my personal vehicle, they were (and still are) utter junk. Especially once the studs disappeared. So I've already paid the "tax" in the form of a $400 set of what are actually summer tires. BTW - Studs have literall... | non-toxic | no target | none |
101 | You would be very familiar with that quote concerning political wh@res who will say and do anything in order to continue at the public trough.
Mulroney actually quoted this saying in reference to the late Bryce Mackasey after Mackasey took yet another political appointment in a career of public troughing at 3 times th... | non-toxic | politics | NOT FOUND |
102 | the day of the lemming should be upon us every year | non-toxic | no target | NOT FOUND |
103 | the student learns about disability in the community
- the student begins to think about what they can do to make their community more disability inclusive
- the | non-toxic | disability | NOT FOUND |
104 | i want to go back to school and get an education but i am poor and colleges are kike rip offs i am not satisfied with where i am in life and honestly have no clue where or how to start pushing forward | non-toxic | jewish | NOT FOUND |
105 | I’m seeing baby daddy’s get killed before they meet they kid too much that shit sick asf | toxic | man | killed,shit,sick |
106 | Charles had a vocational education of course, one fit for a king <url> | non-toxic | no target | none |
107 | Making America Great Again!
- Muslims are the cause of all the worlds problems | toxic | muslim | all sentence |
108 | <user> This is bad. People need wake up. How can America fund this shit? | toxic | united states | shit |
109 | <user> we were all dykes just confused dykes | toxic | jewish | dykes |
111 | ds does not remove posts like weevs because weevs post is not illegal it removes jidf faggots telling people to kill cops n shit | toxic | lgbtq+ | all sentence |
112 | <user> kur lexon nicen smart kur nuk e lexon retarded | non-toxic | disability | none |
113 | i asked you a question before why the hate for iran did an iran hang a homosexual you were emphasis on were fond of | toxic | other | all sentence |
114 | Sarah and her fellow travelers are deranged, they will never accept democracy | toxic | politics | deranged |
115 | have you been having self-doubt these days? | non-toxic | no target | none |
End of preview. Expand in Data Studio
Dataset Card for TRuST
Dataset Summary
This dataset is for toxicity detection, that covers hate speech, offensive language, profanity etc. It merges existing dataset, reannotate and unify to have toxicity, target social group and toxic span labels.
Languages
All text is written in English.
Citation Information
To Appear at ACL2026
- Paper: https://arxiv.org/abs/2506.02326
- Point of Contact: Berk Atil
title={Something Just Like TRuST : Toxicity Recognition of Span and Target},
author={Berk Atil and Namrata Sureddy and Rebecca J. Passonneau},
year={2026},
eprint={2506.02326},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2506.02326},
}
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