Papers by Cornelia Volaucnik
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters (2024.eacl-long)
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| Challenge: | a recent study focused on learning separate modules for on-demand debiasing. |
| Approach: | They propose a modular debiasing module with a controllable gate adapter . they demonstrate that the module can reduce the bias of search results . |
| Outcome: | The proposed module can reduce biases on three classification tasks with four protected attributes while maintaining higher task performance. |