ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback.
Henry W. SprueillCarl EdwardsKhushbu AgarwalMariefel V. OlarteUdishnu SanyalConrad JohnstonHongbin LiuHeng JiSutanay ChoudhuryPublished in: CoRR (2024)
Keyphrases
- heuristic search
- language model
- search space
- language modeling
- state space
- n gram
- search algorithm
- document retrieval
- probabilistic model
- information retrieval
- retrieval model
- search problems
- query expansion
- mixture model
- speech recognition
- test collection
- statistical language models
- context sensitive
- heuristic search algorithms
- planning problems
- language model for information retrieval
- ad hoc information retrieval
- language modelling
- automated planning
- statistical machine translation
- translation model
- heuristic function
- search engine
- relevance feedback
- pseudo relevance feedback
- machine learning
- retrieval effectiveness
- query terms
- reinforcement learning
- text mining
- bidirectional search
- co occurrence