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Aggression Identification

Develop a classifier that could make a 3-way classification in-between ‘Overtly Aggressive’, ‘Covertly Aggressive’ and ‘Non-aggressive’ text data. For this, TRAC-2 dataset of 5,000 aggression-annotated data from social media each in Bangla (in both Roman and Bangla script), Hindi (in both Roman and Devanagari script) and English for training and validation is to be used.

Papers

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Showing 1–25 of 27 papers

TitleStatusHype
Bias, Threat and Aggression Identification Using Machine Learning Techniques on Multilingual Comments—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse—0
Controversy and Conformity: from Generalized to Personalized Aggressiveness DetectionCode0
Aggression and Misogyny Detection using BERT: A Multi-Task ApproachCode1
AI\_ML\_NIT\_Patna @ TRAC - 2: Deep Learning Approach for Multi-lingual Aggression Identification—0
FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection—0
Aggression Identification in Social Media: a Transfer Learning Based Approach—0
Evaluating Aggression Identification in Social Media—0
IRIT at TRAC 2020—0
The Role of Computational Stylometry in Identifying (Misogynistic) Aggression in English Social Media Texts—0
Bagging BERT Models for Robust Aggression IdentificationCode0
Aggression Identification in English, Hindi and Bangla Text using BERT, RoBERTa and SVMCode0
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach—0
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts—0
Merging Datasets for Aggressive Text Identification—0
Aggression Identification and Multi Lingual Word Embeddings—0
Aggressive Language Identification Using Word Embeddings and Sentiment FeaturesCode0
An Ensemble Approach for Aggression Identification in English and Hindi Text—0
Benchmarking Aggression Identification in Social Media—0
Aggression Identification Using Deep Learning and Data AugmentationCode0
Filtering Aggression from the Multilingual Social Media Feed—0
TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING'18—0
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter—0
IRIT at TRAC 2018—0
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