When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation.
Shiyu NiKeping BiJiafeng GuoXueqi ChengPublished in: CoRR (2024)
Keyphrases
- efficient retrieval
- retrieval model
- image database
- information retrieval systems
- test collection
- information retrieval
- relevance feedback
- retrieval method
- efficient indexing
- automatic indexing
- multimedia information retrieval
- retrieval accuracy
- document retrieval
- text retrieval
- retrieval systems
- website
- shape retrieval
- multimedia
- case retrieval
- metadata
- similarity matching
- social networks