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hate-speech-detection-on-hatexplain
Text Classification
Toxicity and Bias Detection
Hate Speech Detection
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Paper
Code
AUROC
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Macro F1
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Accuracy
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Macro-F1
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ModelName
ReleaseDate
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Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection
✓ Link
0.862
0.699
0.704
BERT-MRP
2022-11-01
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection
✓ Link
0.853
0.693
0.707
BERT-RP
2022-11-01
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.851
0.687
0.698
BERT-HateXplain [Attn]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.851
0.687
BERT-HateXplain [LIME]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.843
0.674
0.69
BERT [Attn]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.805
0.629
BiRNN-HateXplain [Attn]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.795
0.621
BiRNN-Attn [Attn]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.793
0.614
0.629
CNN-GRU [LIME]
2020-12-18
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
✓ Link
0.767
0.575
0.595
BiRNN [LIME]
2020-12-18
Explainable Identification of Hate Speech towards Islam using Graph Neural Networks
0.751
0.747
XG-HSI-BERT
2023-11-02
Explainable Identification of Hate Speech towards Islam using Graph Neural Networks
0.742
0.737
XG-HSI-BiRNN
2023-11-02
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