From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data.
Zheyang XiongVasilis PapageorgiouKangwook LeeDimitris PapailiopoulosPublished in: CoRR (2024)
Keyphrases
- synthetic data
- real world
- data sets
- information retrieval
- information retrieval systems
- document retrieval
- test collection
- real image data
- retrieval systems
- mri data
- relevance feedback
- real life
- retrieval model
- retrieval accuracy
- image database
- soft tissue
- synthetic datasets
- content based retrieval
- efficient retrieval
- retrieval process
- average precision
- multimedia databases
- multimedia
- case based reasoning