Across 14,229 revision prompts, four LLMs mostly neutralize gendered role nouns, but apply that reform unevenly depending on referent gender, explicitness, and context stereotypes, and their justifications reflect similar value themes.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Analyzing values about gendered language reform in LLMs' revisions
Across 14,229 revision prompts, four LLMs mostly neutralize gendered role nouns, but apply that reform unevenly depending on referent gender, explicitness, and context stereotypes, and their justifications reflect similar value themes.