Language Model Decoding as Likelihood-Utility Alignment.
Martin JosifoskiMaxime PeyrardFrano RajicJiheng WeiDebjit PaulValentin HartmannBarun PatraVishrav ChaudharyEmre KicimanBoi FaltingsPublished in: EACL (Findings) (2023)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- retrieval model
- information retrieval
- document retrieval
- query expansion
- speech recognition
- mixture model
- maximum likelihood
- language modelling
- test collection
- ad hoc information retrieval
- context sensitive
- statistical language models
- query terms
- smoothing methods
- translation model
- word error rate
- language model for information retrieval
- bayesian networks
- dirichlet prior
- vector space model
- document length
- document ranking
- prior information
- word clouds
- information extraction