RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models.
Yuanhao WuJuno ZhuSiliang XuKashun ShumCheng NiuRandy ZhongJuntong SongTong ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document level
- document retrieval
- test collection
- query expansion
- language modeling
- language models for information retrieval
- ad hoc information retrieval
- information retrieval
- query terms
- statistical language models
- n gram
- document length
- multiword
- document ranking
- cross language retrieval
- probabilistic model
- smoothing methods
- query specific
- okapi bm
- relevance model
- speech recognition
- retrieval effectiveness
- language modelling
- term dependencies
- passage retrieval
- ir models
- pseudo relevance feedback
- text retrieval
- statistical language modeling
- relevance feedback
- average precision
- ad hoc retrieval
- information retrieval systems
- vector space model
- pseudo feedback
- image retrieval
- context sensitive
- term frequency
- information extraction
- retrieval accuracy
- retrieval systems
- tf idf
- inter document similarities
- sentence level