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Online LLM Personalization from Pairwise Preferences Across Users

Puech, Romain et al.
arXiv (All) · Papers
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68t05computation-and-languagei-2-6i-2-7machine-learning
Large language models can answer the same question in different styles, but users' preferred styles are hidden and vary across users and questions. We study inference-time personalization through online selection from a fixed set of prompts, each representing a persona. Users arrive sequentially, ea
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