Papers with debiasing baseline models
FairLib: A Unified Framework for Assessing and Improving Fairness (2022.emnlp-demos)
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| Challenge: | Existing approaches to assess and improve model fairness have been inconsistent and inconsistent. |
| Approach: | They propose an open-source python library for assessing and improving model fairness. |
| Outcome: | The proposed framework can be used for natural language, images, and audio. |