OpenCodePapers
bias-detection-on-stereoset
Text Classification
Toxicity and Bias Detection
Bias Detection
Dataset Link
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Paper
Code
ICAT Score
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LMS
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SS
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ModelName
ReleaseDate
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StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
72.97
GPT-2 (small)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
72.03
XLNet (large)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
71.73
GPT-2 (medium)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
71.21
BERT (base)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
70.54
GPT-2 (large)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
69.89
BERT (large)
2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
67.50
RoBERTa (base)
2020-04-20
Galactica: A Large Language Model for Science
✓ Link
65.6
75
56.2
GAL 120B
2022-11-16
StereoSet: Measuring stereotypical bias in pretrained language models
✓ Link
62.10
XLNet (base)
2020-04-20
Galactica: A Large Language Model for Science
✓ Link
60.8
77.6
60.8
GPT-3 (text-davinci-002)
2022-11-16
Galactica: A Large Language Model for Science
✓ Link
60
74.8
59.9
OPT 175B
2022-11-16
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