The benefits, risks and bounds of personalizing the alignment of large language models to individuals.
Hannah Rose KirkBertie VidgenPaul RöttgerScott A. HalePublished in: Nat. Mac. Intell. (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- information retrieval
- probabilistic model
- query expansion
- retrieval model
- test collection
- statistical language models
- speech recognition
- language modelling
- context sensitive
- language models for information retrieval
- relevance model
- translation model
- pseudo relevance feedback
- word error rate
- retrieval effectiveness
- query terms
- vector space model
- passage retrieval
- query specific
- smoothing methods
- ad hoc information retrieval
- document ranking
- user profiles
- web search
- search engine