Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty.
Kaitlyn ZhouJena D. HwangXiang RenMaarten SapPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- document retrieval
- language modelling
- probabilistic model
- query expansion
- n gram
- speech recognition
- retrieval model
- context sensitive
- test collection
- statistical language models
- information retrieval
- smoothing methods
- ad hoc information retrieval
- language model for information retrieval
- document ranking
- vector space model
- uncertain data
- query terms
- relevance model
- language modeling approaches
- decision trees
- query specific
- conditional probabilities