Coordinated Semantic Alignment and Evidence Constraints for Retrieval-Augmented Generation with Large Language Models

Xin Chen, Saili Uday Gadgil, Jiarong Qiu

Retrieval augmented generation mitigates limitations of large language models in factual consistency and knowledge updating by introducing external knowledge. However, practical ap…