SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models.
Xiang GaoJiaxin ZhangLalla MouatadidKamalika DasPublished in: EACL (1) (2024)
Keyphrases
- language model
- language modeling
- speech recognition
- probabilistic model
- information retrieval
- n gram
- language modelling
- query expansion
- context sensitive
- document retrieval
- retrieval model
- test collection
- ad hoc information retrieval
- statistical language models
- smoothing methods
- pseudo relevance feedback
- query terms
- uncertain data
- relevance model
- language models for information retrieval
- retrieval effectiveness
- passage retrieval
- conditional probabilities
- text classification
- clustering algorithm