RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models.
Cheng NiuYuanhao WuJuno ZhuSiliang XuKashun ShumRandy ZhongJuntong SongTong ZhangPublished in: ACL (1) (2024)
Keyphrases
- language model
- document level
- retrieval model
- document retrieval
- test collection
- query expansion
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- query terms
- document ranking
- relevance model
- document length
- n gram
- statistical language models
- cross language retrieval
- smoothing methods
- probabilistic model
- passage retrieval
- retrieval effectiveness
- multiword
- retrieval systems
- pseudo relevance feedback
- context sensitive
- ir models
- query specific
- language modelling
- speech recognition
- term dependencies
- okapi bm
- vector space model
- statistical language modeling
- translation model
- out of vocabulary
- average precision
- relevant documents
- information retrieval systems
- relevance feedback
- improve retrieval effectiveness
- term weighting
- pseudo feedback
- sentence retrieval
- text retrieval
- image retrieval