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cs.LG2025★ 1 cited
Stop-RAG: Value-Based Retrieval Control for Iterative RAG
Jaewan Park, Solbee Cho, Jay-Yoon Lee
Iterative retrieval-augmented generation (RAG) enables large language models to answer complex multi-hop questions, but each additional loop increases latency, costs, and the risk…
cs.LG2025
UniFault: A Fault Diagnosis Foundation Model from Bearing Data
Emadeldeen Eldele, Mohamed Ragab, Xu Qing +5
Machine fault diagnosis (FD) is a critical task for predictive maintenance, enabling early fault detection and preventing unexpected failures. Despite its importance, existing FD m…