Analyzing values about gendered language reform in LLMs' revisions
Fuente:
arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866908381623615488 |
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| author | Watson, Jules Wang, Xi Liu, Raymond Stevenson, Suzanne Beekhuizen, Barend |
| author_facet | Watson, Jules Wang, Xi Liu, Raymond Stevenson, Suzanne Beekhuizen, Barend |
| contents | Within the common LLM use case of text revision, we study LLMs' revision of gendered role nouns (e.g., outdoorsperson/woman/man) and their justifications of such revisions. We evaluate their alignment with feminist and trans-inclusive language reforms for English. Drawing on insight from sociolinguistics, we further assess if LLMs are sensitive to the same contextual effects in the application of such reforms as people are, finding broad evidence of such effects. We discuss implications for value alignment. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_21378 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Analyzing values about gendered language reform in LLMs' revisions Watson, Jules Wang, Xi Liu, Raymond Stevenson, Suzanne Beekhuizen, Barend Computation and Language Within the common LLM use case of text revision, we study LLMs' revision of gendered role nouns (e.g., outdoorsperson/woman/man) and their justifications of such revisions. We evaluate their alignment with feminist and trans-inclusive language reforms for English. Drawing on insight from sociolinguistics, we further assess if LLMs are sensitive to the same contextual effects in the application of such reforms as people are, finding broad evidence of such effects. We discuss implications for value alignment. |
| title | Analyzing values about gendered language reform in LLMs' revisions |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2505.21378 |