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%2F22%3A3J3S3KYS" target="_blank" >RIV/00216208:11320/22:3J3S3KYS - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216208:11320/23:87XCBERP

Výsledek na webu

<a href="http://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" >http://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_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

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

Projekt

—

Návaznosti

—

Rok uplatnění

2022

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

1469-8110

Svazek periodika

—

Číslo periodika v rámci svazku

2022-8-3

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

22

Strana od-do

1-22

Kód UT WoS článku

000836018200001

EID výsledku v databázi Scopus

2-s2.0-85142170950