تقرير
Participatory Research as a Path to Community-Informed, Gender-Fair Machine Translation
| العنوان: | Participatory Research as a Path to Community-Informed, Gender-Fair Machine Translation |
|---|---|
| المؤلفون: | Gromann, Dagmar, Lardelli, Manuel, Spiel, Katta, Burtscher, Sabrina, Klausner, Lukas Daniel, Mettinger, Arthur, Miladinovic, Igor, Schefer-Wenzl, Sigrid, Duh, Daniela, Bühn, Katharina |
| المصدر: | Proceedings of the First Workshop on Gender-Inclusive Translation Technologies (GITT 2023), 2023, 49-59 |
| سنة النشر: | 2023 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computation and Language, Computer Science - Computers and Society |
| الوصف: | Recent years have seen a strongly increased visibility of non-binary people in public discourse. Accordingly, considerations of gender-fair language go beyond a binary conception of male/female. However, language technology, especially machine translation (MT), still suffers from binary gender bias. Proposing a solution for gender-fair MT beyond the binary from a purely technological perspective might fall short to accommodate different target user groups and in the worst case might lead to misgendering. To address this challenge, we propose a method and case study building on participatory action research to include experiential experts, i.e., queer and non-binary people, translators, and MT experts, in the MT design process. The case study focuses on German, where central findings are the importance of context dependency to avoid identity invalidation and a desire for customizable MT solutions. Comment: 11 pages, 4 figures |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2306.08906 |
| رقم الأكسشن: | edsarx.2306.08906 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |