Papers by Joel Birrer
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification (2024.emnlp-main)
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| Challenge: | Gender-fair language fosters inclusion by addressing all genders or using neutral forms. |
| Approach: | They present a dataset that provides high-quality reformulations for German text classification . they find substantial label flips, reduced prediction certainty, and altered attention patterns . |
| Outcome: | The proposed dataset provides high-quality reformulations for German text classification . it finds label flips, reduced prediction certainty, and significantly altered attention patterns . |