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cs.AI2026
CLORE: Content-Level Optimization for Reasoning Efficiency
Yuyang Wu, Qiyao Xue, Guanxing Lu +4
Reinforcement learning post-training has improved the reasoning ability of large language models, but often produces unnecessarily long, repetitive, or semantically opaque reasonin…
cs.AI2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM
Zihan Wang, Yaohui Zhu, Gim Hee Lee +1
Vision-and-Language Navigation (VLN) is an essential skill for embodied agents, allowing them to navigate in 3D environments following natural language instructions. High-performan…