Browse State-of-the-Art › Aggression Identification

Aggression Identification

6 papers with code · 0 benchmarks · 2 datasets archive 2025-07-28

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.

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

WikiDetox The ComMA Dataset v0.2

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (27 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection

1 Aug 2021 1 repository listed

There is content such as hate speech, offensive, toxic or aggressive documents, which are perceived differently by their consumers.
Bagging BERT Models for Robust Aggression Identification

1 May 2020 1 repository listed

In this paper, we describe such an ensemble system and present our submission to the shared tasks on aggression identification 2020 (team name: Julian).
Aggression Identification in English, Hindi and Bangla Text using BERT, RoBERTa and SVM

1 May 2020 1 repository listed

In our study, we used English BERT (En-BERT), RoBERTa, DistilRoBERTa, and SVM based classifiers for English language.
Aggression and Misogyny Detection using BERT: A Multi-Task Approach

1 May 2020 1 repository listed

In recent times, the focus of the NLP community has increased towards offensive language, aggression, and hate-speech detection.
Aggressive Language Identification Using Word Embeddings and Sentiment Features

1 Aug 2018 1 repository listed

Several machine learning methods and different combinations of features were tried.
Aggression Identification Using Deep Learning and Data Augmentation

1 Aug 2018 1 repository listed

Social media platforms allow users to share and discuss their opinions online.

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