Quantifying Uncertainty in Natural Language Explanations of Large Language Models.
Sree Harsha TanneruChirag AgarwalHimabindu LakkarajuPublished in: AISTATS (2024)
Keyphrases
- language model
- natural language
- language modeling
- n gram
- document retrieval
- information retrieval
- probabilistic model
- speech recognition
- language modelling
- query expansion
- context sensitive
- retrieval model
- machine learning
- statistical language models
- smoothing methods
- test collection
- vector space model
- query terms
- document ranking
- language model for information retrieval
- ad hoc information retrieval
- query specific
- language processing
- pseudo relevance feedback
- natural language processing
- uncertain data
- language modeling approaches
- retrieval effectiveness
- relevance model
- question answering
- word error rate
- conditional probabilities