The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models.
Lovisa HagströmDenitsa SaynovaTobias NorlundMoa JohanssonRichard JohanssonPublished in: EMNLP (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- information retrieval
- language modeling
- ad hoc information retrieval
- statistical language models
- relevance model
- n gram
- query terms
- document ranking
- smoothing methods
- probabilistic model
- query generation
- cross language retrieval
- document length
- speech recognition
- ir models
- query specific
- language modelling
- passage retrieval
- context sensitive
- vector space model
- retrieval effectiveness
- term dependencies
- okapi bm
- language model for information retrieval
- document level
- retrieval process
- text retrieval
- retrieval systems
- information retrieval systems
- average precision
- out of vocabulary
- image database
- text mining
- expert finding
- pseudo relevance feedback
- inter document similarities
- pseudo feedback
- document analysis
- sentence retrieval
- expert search
- translation model
- bayesian networks