An Adaptive Multi-Source Retrieval-Augmented Generation Framework Integrating Query Complexity Awareness and Confidence-Aware Fusion

Retrieval-Augmented Generation (RAG) has been observed to encounter challenges in heterogeneous query scenarios characterised by varying evidence requirements and reasoning depths. In order to address this limitation, the present paper puts forward a proposal for an Adaptive Multi-Source RAG framewo...

Descrición completa

Detalles Bibliográficos

Principais autores:	Wenxuan Dong, Mingguang Diao, Meiqi Yang
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2026-03-01
Series:	Applied Sciences
Assuntos:	retrieval-augmented generation query complexity awareness confidence-aware fusion multi-source retrieval reciprocal rank fusion
Acceso en liña:	https://www.mdpi.com/2076-3417/16/5/2495
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!