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NeurIPS 2026ZhejiangHarbin Institute of TechnologyU Illinois at Urbana-ChampaignAnt GroupCollege of Computer ScienceLLM evaluation & benchmarks

ClinMAS: A Knowledge-Grounded Multi-Agent Simulation Framework for Evaluating Clinical Reasoning in LLMs

Yuqi Tang, Jing Yu, Zichang Su, Kehua Feng and 6 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ZhejiangantgroupAnt GroupCollege of Computer ScienceRL for LLMs

SIRAS: Sibling-Relative Advantage Shaping for Reinforcement Learning from Verifiable Rewards

Zairun Yang, Jun Xu, Lei Liang, Huajun Chen and 1 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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