HateXplain

Dataset Information
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Overview

Covers multiple aspects of the issue. Each post in the dataset is annotated from three different perspectives: the basic, commonly used 3-class classification (i.e., hate, offensive or normal), the target community (i.e., the community that has been the victim of hate speech/offensive speech in the post), and the rationales, i.e., the portions of the post on which their labelling decision (as hate, offensive or normal) is based.

Source: HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

Variants: HateXplain

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Text Classification BERT-base Breaking Free Transformer Models: Task-specific … 2024-01-30
Text Classification Space-BERT Breaking Free Transformer Models: Task-specific … 2024-01-30
Text Classification XLNet Breaking Free Transformer Models: Task-specific … 2024-01-30
Text Classification Space-XLNet Breaking Free Transformer Models: Task-specific … 2024-01-30
Hate Speech Detection XG-HSI-BiRNN Explainable Identification of Hate Speech … 2023-11-02
Hate Speech Detection XG-HSI-BERT Explainable Identification of Hate Speech … 2023-11-02
Hate Speech Detection BERT-MRP Why Is It Hate Speech? … 2022-11-01
Hate Speech Detection BERT-RP Why Is It Hate Speech? … 2022-11-01
Hate Speech Detection BiRNN [LIME] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection CNN-GRU [LIME] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection BiRNN-Attn [Attn] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection BiRNN-HateXplain [Attn] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection BERT [Attn] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection BERT-HateXplain [LIME] HateXplain: A Benchmark Dataset for … 2020-12-18
Hate Speech Detection BERT-HateXplain [Attn] HateXplain: A Benchmark Dataset for … 2020-12-18

Research Papers

Recent papers with results on this dataset: