Papers by Isobel McCrum
A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications (2025.emnlp-main)
Copied to clipboard
| Challenge: | Misgendering is the act of referring to someone by using words that do not match their chosen identity. |
| Approach: | They propose to use a participatory-design approach to assess and mitigate misgendering across 42 languages and dialects using a human-in-the-loop approach. |
| Outcome: | The proposed guardrails reduce misgendering rates across all languages and dialects without loss of quality and without loss in quality. |