LM-Polygraph: Uncertainty Estimation for Language Models.
Ekaterina FadeevaRoman VashurinAkim TsvigunArtem VazhentsevSergey PetrakovKirill FedyaninDaniil VasilevElizaveta GoncharovaAlexander PanchenkoMaxim PanovTimothy BaldwinArtem ShelmanovPublished in: EMNLP (Demos) (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- retrieval model
- n gram
- information retrieval
- speech recognition
- document retrieval
- query expansion
- mixture model
- language modelling
- context sensitive
- test collection
- document ranking
- smoothing methods
- vector space model
- ad hoc information retrieval
- statistical language models
- document length
- language model for information retrieval
- query specific
- uncertain data
- query terms
- pseudo relevance feedback
- ir models
- cross lingual