Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models.
Mert YüksekgönülVarun ChandrasekaranErik JonesSuriya GunasekarRanjita NaikHamid PalangiEce KamarBesmira NushiPublished in: CoRR (2023)
Keyphrases
- constraint satisfaction
- language model
- language modeling
- constraint satisfaction problems
- probabilistic model
- n gram
- document retrieval
- statistical language models
- information retrieval
- language modelling
- heuristic search
- constraint programming
- speech recognition
- retrieval model
- query expansion
- test collection
- russian doll search
- smoothing methods
- robust fault detection
- constraint propagation
- language models for information retrieval
- ad hoc information retrieval
- constraint solving
- constrained problems
- constraint relaxation
- language model for information retrieval
- document ranking
- query specific
- np hard
- relevance model
- pseudo relevance feedback
- query terms
- translation model
- language modeling framework
- soft constraints
- constraint networks
- max csp
- vector space model
- dynamic programming