OpenCodePapers
hate-speech-detection-on-ethos-binary
Text Classification
Toxicity and Bias Detection
Hate Speech Detection
Dataset Link
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Paper
Code
F1-score
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Classification Accuracy
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Precision
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ModelName
ReleaseDate
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Hate speech detection using static BERT embeddings
0.7971
0.8015
0.8037
BiLSTM + static BE
2021-06-29
ETHOS: an Online Hate Speech Detection Dataset
✓ Link
0.7883
0.7664
79.17
BERT
2020-06-11
ETHOS: an Online Hate Speech Detection Dataset
✓ Link
0.768
0.7734
77.76
BiLSTM+Attention+FT
2020-06-11
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.759
OPT-175B (few-shot)
2022-05-02
ETHOS: an Online Hate Speech Detection Dataset
✓ Link
0.7441
0.7515
74.92
CNN+Attention+FT+GV
2020-06-11
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.713
OPT-175B (one-shot)
2022-05-02
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.667
OPT-175B (zero-shot)
2022-05-02
ETHOS: an Online Hate Speech Detection Dataset
✓ Link
0.6607
0.6643
66.47
SVM
2020-06-11
ETHOS: an Online Hate Speech Detection Dataset
✓ Link
0.6441
0.6504
64.69
Random Forests
2020-06-11
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.628
Davinci (zero-shot)
2022-05-02
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.616
Davinci (one-shot)
2022-05-02
OPT: Open Pre-trained Transformer Language Models
✓ Link
0.354
Davinci (few-shot)
2022-05-02
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