On the Importance of Uncertainty in Decision-Making with Large Language Models.
Nicolò FelicioniLucas MaystreSina GhiassianKamil CiosekPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- language model
- decision making
- language modeling
- document retrieval
- information retrieval
- probabilistic model
- n gram
- test collection
- language modelling
- retrieval model
- query expansion
- statistical language models
- speech recognition
- context sensitive
- ad hoc information retrieval
- smoothing methods
- relevance model
- data mining
- query terms
- uncertain data
- pseudo relevance feedback
- statistical language modeling
- language models for information retrieval
- spoken term detection
- translation model
- passage retrieval
- relevant documents
- error rate
- bayesian networks
- machine learning