When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation.
Shiyu NiKeping BiJiafeng GuoXueqi ChengPublished in: ACL (Findings) (2024)
Keyphrases
- information retrieval
- test collection
- image database
- document retrieval
- image description
- image retrieval
- retrieval systems
- machine learning
- retrieval model
- efficient retrieval
- multiscale
- knowledge base
- search engine
- multimedia databases
- content based retrieval
- retrieval method
- retrieval process
- structured documents
- multimedia retrieval
- artificial intelligence
- efficient indexing