Social Bias NER with BERT
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5
Maximus Powers
maximuspowers
AI & ML interests
Ethical AI research, synthetic data, web scraping
Recent Activity
updated
a Space
12 days ago
maximuspowers/bias-detection-ner
upvoted
an
article
29 days ago
Energy Scores for AI Models
authored
a paper
about 1 month ago
GUS-Net: Social Bias Classification in Text with Generalizations,
Unfairness, and Stereotypes
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2506
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
Papers
1
spaces
4
models
8
maximuspowers/nmbp-bert-full-articles-balanced
Text Classification
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17
maximuspowers/nmbp-bert-full-articles
Text Classification
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12
maximuspowers/nmbp-bert-headlines
Text Classification
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maximuspowers/nmbp-bert-headlines-balanced
Text Classification
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16
maximuspowers/tinybert_unscrambler
Text Classification
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maximuspowers/bias-type-classifier
Text Classification
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73
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maximuspowers/multimodal-bias-classifier
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56
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maximuspowers/bias-detection-ner
Token Classification
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206
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