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cs.CL2026
DynaRAG: Bridging Static and Dynamic Knowledge in Retrieval-Augmented Generation
Penghao Liang, Mengwei Yuan, Jianan Liu +4
We present DynaRAG, a retrieval-augmented generation (RAG) framework designed to handle both static and time-sensitive information needs through dynamic knowledge integration. Unli…
cs.CL2025
Legal Document Summarization: Enhancing Judicial Efficiency through Automation Detection
Yongjie Li, Ruilin Nong, Jianan Liu +1
Legal document summarization represents a significant advancement towards improving judicial efficiency through the automation of key information detection. Our approach leverages…