"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming.
Connor LawlessJakob SchoefferLindy LeKael RowanShilad SenCristina St. HillJina SuhBahar SarrafzadehPublished in: CoRR (2023)
Keyphrases
- constraint programming
- language model
- product configuration
- decision support
- constraint satisfaction problems
- constraint satisfaction
- language modeling
- constraint propagation
- document retrieval
- combinatorial problems
- probabilistic model
- n gram
- language modelling
- query expansion
- statistical language models
- speech recognition
- information retrieval
- retrieval model
- search strategies
- decision support system
- arc consistency
- test collection
- context sensitive
- knowledge compilation
- global constraints
- search space
- data mining
- decision makers
- language models for information retrieval
- np complete
- smoothing methods
- finite domain
- constraint solver
- document ranking
- spoken term detection
- hard and soft constraints
- pseudo relevance feedback
- combinatorial optimization
- query terms
- translation model
- search heuristics
- heuristic search
- constraint solving
- special case
- symmetry breaking
- relevance model
- knowledge discovery
- systematic search
- bayesian networks
- data warehouse
- vector space model