Killing me softly: Creative and cognitive aspects of implicitness in abusive language online

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3A87XCBERP" target="_blank" >RIV/00216208:11320/23:87XCBERP - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216208:11320/22:3J3S3KYS

Výsledek na webu

<a href="https://www.cambridge.org/core/journals/natural-language-engineering/article/killing-me-softly-creative-and-cognitive-aspects-of-implicitness-in-abusive-language-online/3F48D6B4D72EE8FC0A7C99A9283E330D" target="_blank" >https://www.cambridge.org/core/journals/natural-language-engineering/article/killing-me-softly-creative-and-cognitive-aspects-of-implicitness-in-abusive-language-online/3F48D6B4D72EE8FC0A7C99A9283E330D</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1017/s1351324922000316" target="_blank" >10.1017/s1351324922000316</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Killing me softly: Creative and cognitive aspects of implicitness in abusive language online

Popis výsledku v původním jazyce

"Abusive language is becoming a problematic issue for our society. The spread of messages that reinforce social and cultural intolerance could have dangerous effects in victims’ life. State-of-the-art technologies are often effective on detecting explicit forms of abuse, leaving unidentified the utterances with very weak offensive language but a strong hurtful effect. Scholars have advanced theoretical and qualitative observations on specific indirect forms of abusive language that make it hard to be recognized automatically. In this work, we propose a battery of statistical and computational analyses able to support these considerations, with a focus on creative and cognitive aspects of the implicitness, in texts coming from different sources such as social media and news. We experiment with transformers, multi-task learning technique, and a set of linguistic features to reveal the elements involved in the implicit and explicit manifestations of abuses, providing a solid basis for computational applications."

Název v anglickém jazyce

Killing me softly: Creative and cognitive aspects of implicitness in abusive language online

Popis výsledku anglicky

"Abusive language is becoming a problematic issue for our society. The spread of messages that reinforce social and cultural intolerance could have dangerous effects in victims’ life. State-of-the-art technologies are often effective on detecting explicit forms of abuse, leaving unidentified the utterances with very weak offensive language but a strong hurtful effect. Scholars have advanced theoretical and qualitative observations on specific indirect forms of abusive language that make it hard to be recognized automatically. In this work, we propose a battery of statistical and computational analyses able to support these considerations, with a focus on creative and cognitive aspects of the implicitness, in texts coming from different sources such as social media and news. We experiment with transformers, multi-task learning technique, and a set of linguistic features to reveal the elements involved in the implicit and explicit manifestations of abuses, providing a solid basis for computational applications."

Druh

J_ost - Ostatní články v recenzovaných periodicích

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

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Návaznosti

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Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

"Natural Language Engineering"

ISSN

1351-3249

e-ISSN

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Svazek periodika

29

Číslo periodika v rámci svazku

6

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

22

Strana od-do

1516-1537

Kód UT WoS článku

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EID výsledku v databázi Scopus

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