Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity.
Cunxiang WangXiaoze LiuYuanhao YueXiangru TangTianhang ZhangJiayang ChengYunzhi YaoWenyang GaoXuming HuZehan QiYidong WangLinyi YangJindong WangXing XieZheng ZhangYue ZhangPublished in: CoRR (2023)
Keyphrases
- language model
- knowledge retrieval
- language modeling
- document retrieval
- probabilistic model
- n gram
- statistical language models
- speech recognition
- language modelling
- information retrieval
- test collection
- retrieval model
- query expansion
- pseudo relevance feedback
- document ranking
- ad hoc information retrieval
- domain experts
- domain specific
- vector space model
- relevance model
- smoothing methods
- language models for information retrieval
- language model for information retrieval
- term dependencies
- conceptual design
- context sensitive
- query terms
- statistical language modeling
- data analysis
- feature selection