PHF applies Bourdieu's Theory of Practice to create hierarchical user models for LLM personalization and reports consistent gains on the LaMP benchmark.
arXiv preprint arXiv:2409.13093 , year=
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Transformer model with response-time auxiliary input adapts reward models to unseen human preference domains via in-context learning from demonstrations.
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Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization
PHF applies Bourdieu's Theory of Practice to create hierarchical user models for LLM personalization and reports consistent gains on the LaMP benchmark.