Papers by Sebastiano Vecellio Salto
Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs (2025.emnlp-main)
Copied to clipboard
| Challenge: | a recent study has identified that LLMs are used in domains where they support or replace human decision-making . a systematic review of LLM outputs shows that many facets of social bias remain unaccounted for . |
| Approach: | They propose to disentangle gender and occupational biases in Italian and English as expressed by LLMs. |
| Outcome: | The proposed method captures gender and occupational biases in Italian and English . it also shows that models struggle with gender-neutral expressions, especially beyond English - the authors conclude . |