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cs.CL2026
DynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation
Chenyu Zhou, Yaqi Wu, Xiaolei Guo +7
Multi-hop retrieval-augmented generation (RAG) acquires evidence sequentially, with each document contributing supporting facts, bridge entities, query refinements, or sufficient e…
cs.CL2025★ 1 cited
AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving
Kaiyu Huang, Hao Wu, Zhubo Shi +3
Cloud-based Large Language Model (LLM) services often face challenges in achieving low inference latency and meeting Service Level Objectives (SLOs) under dynamic request patterns.…