Bias Identification and Attribution in NLP Models With Regression and Effect Sizes
In recent years, there has been an increasing awareness that many NLP systems incorporate biases of various types (e.g., regarding gender or race) which can have significant negative consequences. At the same time, the techniques used to statistically analyze such biases are still relatively simple...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Linköping University Electronic Press
2022-08-01
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| Series: | Northern European Journal of Language Technology |
| Online Access: | https://nejlt.ep.liu.se/article/view/3505 |
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