Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts.
Chunjing GanDan YangBinbin HuHanxiao ZhangSiyuan LiZiqi LiuYue ShenLin JuZhiqiang ZhangJinjie GuLei LiangJun ZhouPublished in: CoRR (2024)
Keyphrases
- multi layered
- similarity assessment
- neural learning
- similarity matching
- similarity retrieval
- finding similar
- shape similarity
- similarity measure
- retrieval efficiency
- similarity calculation
- similarity based retrieval
- image database
- retrieval model
- test collection
- similarity measurement
- information retrieval
- structural similarity
- partial matching
- relevance feedback
- content similarity
- retrieval accuracy
- document retrieval
- retrieval systems
- distance measure
- image similarity
- information retrieval systems
- similarity estimation
- text retrieval
- image retrieval
- structured documents
- similarity queries
- visual similarity
- retrieval method
- multimedia databases
- semantic similarity
- feature space
- multimedia