Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics.
Tyler A. ChangKatrin TomanekJessica HoffmannNithum ThainErin Van LiemtKathleen S. Meier-HellsternLucas DixonPublished in: CoRR (2024)
Keyphrases
- information retrieval
- trec ad hoc
- image database
- relevance assessments
- case based reasoning
- document retrieval
- retrieval model
- information retrieval systems
- image retrieval
- low resolution
- topic models
- test collection
- retrieval systems
- multimedia databases
- indexing techniques
- efficient retrieval
- generation process
- error detection
- super resolution
- structured documents
- information extraction
- multiple sources of evidence