Uncertainty-Guided Optimization on Large Language Model Search Trees.
Julia GrosseRuotian WuAhmad RashidPhilipp HennigPascal PoupartAgustinus KristiadiPublished in: CoRR (2024)
Keyphrases
- language model
- search tree
- language modeling
- n gram
- document retrieval
- query expansion
- information retrieval
- optimization problems
- probabilistic model
- language modelling
- speech recognition
- search space
- search algorithm
- retrieval model
- branch and bound algorithm
- ad hoc information retrieval
- b tree
- test collection
- context sensitive
- smoothing methods
- information retrieval systems
- data structure
- query terms
- combinatorial optimization
- uncertain data
- mixture model
- translation model