A Survey of Language Model Confidence Estimation and Calibration.
Jiahui GengFengyu CaiYuxia WangHeinz KoepplPreslav NakovIryna GurevychPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- n gram
- speech recognition
- probabilistic model
- document retrieval
- information retrieval
- retrieval model
- language modelling
- smoothing methods
- test collection
- mixture model
- query expansion
- context sensitive
- statistical language models
- document ranking
- vector space model
- parameter estimation
- word error rate
- ad hoc information retrieval
- statistical machine translation
- dependency structure
- language model for information retrieval
- relevance model
- statistical model
- query specific
- maximum likelihood
- knn
- dirichlet prior