Social Bias NER with BERT
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Maximus Powers PRO
maximuspowers
AI & ML interests
Ethical AI research, synthetic data, web scraping
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Here's my favorite piece of the summer bias detection research project (paper coming in Sept). We trained BERT for token classification (multi-label), to identify:
- Generalizations
- Unfairness
- Stereotypes
HF Space: maximuspowers/bias-detection-ner
Article on Training: https://huggingface.co./blog/maximuspowers/bias-entity-recognition
Pls reach out with ideas!! Lot's more info coming soon, our research group has workshops and a hackathon planned for launching this open source project. Thanks
- Generalizations
- Unfairness
- Stereotypes
HF Space: maximuspowers/bias-detection-ner
Article on Training: https://huggingface.co./blog/maximuspowers/bias-entity-recognition
Pls reach out with ideas!! Lot's more info coming soon, our research group has workshops and a hackathon planned for launching this open source project. Thanks
spaces
4
models
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maximuspowers/nmbp-bert-full-articles-balanced
Text Classification
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Updated
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19
maximuspowers/nmbp-bert-full-articles
Text Classification
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Updated
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21
maximuspowers/nmbp-bert-headlines
Text Classification
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Updated
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44
maximuspowers/nmbp-bert-headlines-balanced
Text Classification
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Updated
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7
maximuspowers/tinybert_unscrambler
Text Classification
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Updated
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38
maximuspowers/bias-type-classifier
Text Classification
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Updated
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183
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2
maximuspowers/multimodal-bias-classifier
Updated
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70
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2
maximuspowers/bias-detection-ner
Token Classification
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Updated
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50
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3