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cs.CL2026
Investigating Multi-Cultural Value Selection Biases in LLMs
Siddhesh Pawar, Arnav Arora, Dustin Wright +2
Large language models (LLMs) serve users whose cultural identities are multi-layered, yet cultural evaluations commonly reduce identity to one label. In this work, we study LLMs un…
cs.CL2026
How Value Induction Reshapes LLM Behaviour
Arnav Arora, Natalie Schluter, Katherine Metcalf +1
Conversational Large Language Models are post-trained on language that expresses specific behavioural traits, such as curiosity, open-mindedness, and empathy, and values, such as h…