Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging.
Joel JangSeungone KimBill Yuchen LinYizhong WangJack HesselLuke ZettlemoyerHannaneh HajishirziYejin ChoiPrithviraj AmmanabroluPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- n gram
- post hoc
- context sensitive
- document retrieval
- probabilistic model
- statistical language models
- speech recognition
- information retrieval
- retrieval model
- query expansion
- smoothing methods
- mixture model
- language modelling
- dirichlet prior
- user model
- vector space model
- test collection
- pseudo relevance feedback
- personalized recommendation
- document ranking
- query specific
- cross lingual
- error rate
- hidden markov models
- image retrieval