The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models.
Lovisa HagströmDenitsa SaynovaTobias NorlundMoa JohanssonRichard JohanssonPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- document length
- smoothing methods
- cross language retrieval
- n gram
- query terms
- speech recognition
- relevance model
- query generation
- language modelling
- document ranking
- term dependencies
- probabilistic model
- out of vocabulary
- ir models
- pseudo relevance feedback
- document level
- image database
- retrieval systems
- text retrieval
- retrieval effectiveness
- passage retrieval
- retrieval accuracy
- pseudo feedback
- relevance feedback
- okapi bm
- term frequency
- ad hoc retrieval
- image retrieval
- expert finding
- average precision
- retrieval method
- tf idf
- context sensitive
- xml retrieval
- language modeling framework
- statistical language modeling
- search engine