Papers Aggression Identification
“Aggression Identification” 태그가 달린 논문 27편 · 필터 해제
Bias, Threat and Aggression Identification Using Machine Learning Techniques on Multilingual Comments
In this paper, we presented our team "IIITRanchi” for the Trolling, Aggression and Cyberbullying (TRAC-3) 2022 shared tasks. Aggression and its different forms on social media and other platforms had tremendous growth on…
Aggression IdentificationPositionComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021
This paper presents the findings of the ICON-2021 shared task on Multilingual Gender Biased and Communal Language Identification, which aims to identify aggression, gender bias, and communal bias in data presented in fou…
Aggression IdentificationClassificationLanguage IdentificationMulti-Label Classification+1The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse
In this paper, we discuss the development of a multilingual dataset annotated with a hierarchical, fine-grained tagset marking different types of aggression and the "context" in which they occur. The context, here, is de…
Aggression IdentificationControversy and Conformity: from Generalized to Personalized Aggressiveness Detection
There is content such as hate speech, offensive, toxic or aggressive documents, which are perceived differently by their consumers. They are commonly identified using classifiers solely based on textual content that gene…
Aggression IdentificationEvaluating Aggression Identification in Social Media
In this paper, we present the report and findings of the Shared Task on Aggression and Gendered Aggression Identification organised as part of the Second Workshop on Trolling, Aggression and Cyberbullying (TRAC - 2) at L…
Aggression IdentificationAggression Identification in Social Media: a Transfer Learning Based Approach
The way people communicate have changed in many ways with the outbreak of social media. One of the aspects of social media is the ability for their information producers to hide, fully or partially, their identity during…
Aggression IdentificationLanguage ModelingLanguage ModellingTransfer LearningIRIT at TRAC 2020
This paper describes the participation of the IRIT team in the TRAC (Trolling, Aggression and Cyberbullying) 2020 shared task (Bhattacharya et al., 2020) on Aggression Identification and more precisely to the shared task…
Aggression IdentificationLanguage ModelingLanguage ModellingMisogynistic Aggression IdentificationBagging BERT Models for Robust Aggression Identification
Modern transformer-based models with hundreds of millions of parameters, such as BERT, achieve impressive results at text classification tasks. This also holds for aggression identification and offensive language detecti…
Aggression Identificationtext-classificationText ClassificationScmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach
This paper presents a system developed during our participation (team name: scmhl5) in the TRAC-2 Shared Task on aggression identification. In particular, we participated in English Sub-task A on three-class classificati…
Aggression IdentificationBinary ClassificationEnsemble LearningGeneral ClassificationThe Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts
In this paper, we describe UniOr{\_}ExpSys team participation in TRAC-2 (Trolling, Aggression and Cyberbullying) shared task, a workshop organized as part of LREC 2020. TRAC-2 shared task is organized in two sub-tasks: A…
Aggression IdentificationMisogynistic Aggression IdentificationAggression Identification in English, Hindi and Bangla Text using BERT, RoBERTa and SVM
This paper presents the results of the classifiers we developed for the shared tasks in aggression identification and misogynistic aggression identification. These two shared tasks were held as part of the second worksho…
Aggression IdentificationMisogynistic Aggression IdentificationFlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection
This paper describes our participation to the TRAC-2 Shared Tasks on Aggression Identification. Our team, FlorUniTo, investigated the applicability of using an abusive lexicon to enhance word embeddings towards improving…
Aggression IdentificationWord EmbeddingsAI\_ML\_NIT\_Patna @ TRAC - 2: Deep Learning Approach for Multi-lingual Aggression Identification
This paper describes the details of developed models and results of team AI{\_}ML{\_}NIT{\_}Patna for the shared task of TRAC - 2. The main objective of the said task is to identify the level of aggression and whether th…
Aggression IdentificationAggression and Misogyny Detection using BERT: A Multi-Task Approach
In recent times, the focus of the NLP community has increased towards offensive language, aggression, and hate-speech detection.This paper presents our system for TRAC-2 shared task on {``}Aggression Identification{''} (…
Abusive LanguageAggression IdentificationHate Speech DetectionMisogynistic Aggression Identification+1A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
Wide usage of social media platforms has increased the risk of aggression, which results in mental stress and affects the lives of people negatively like psychological agony, fighting behavior, and disrespect to others. …
Aggression IdentificationCross-Lingual TransferDomain AdaptationStyle Generalization+1Benchmarking Aggression Identification in Social Media
In this paper, we present the report and findings of the Shared Task on Aggression Identification organised as part of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC - 1) at COLING 2018. The task was …
Aggression IdentificationBenchmarkingIRIT at TRAC 2018
This paper describes the participation of the IRIT team to the TRAC 2018 shared task on Aggression Identification and more precisely to the shared task in English language. The three following methods have been used: a) …
Aggression IdentificationFully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter
Paper presents the different methodologies developed {\&} tested and discusses their results, with the goal of identifying the best possible method for the aggression identification problem in social media.
Aggression IdentificationHate Speech DetectionLanguage IdentificationText ClassificationTRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING'18
This paper describes the work that our team bhanodaig did at Indian Institute of Technology (ISM) towards TRAC-1 Shared Task on Aggression Identification in Social Media for COLING 2018. In this paper we label aggression…
Aggression IdentificationTransfer LearningWord EmbeddingsAn Ensemble Approach for Aggression Identification in English and Hindi Text
This paper describes our system submitted in the shared task at COLING 2018 TRAC-1: Aggression Identification. The objective of this task was to predict online aggression spread through online textual post or comment. Th…
Aggression Identification