Mining Logic under Uncertainty: Probabilistic Soft Logic with Energy-Based Inference for Chain-of-Thought Verification

Jiang Yu, Jinlong Tian, Kewei Cheng, Yue He, Haoxuan Li, Haotian Wang, Yunhai Wang, Wenjing Yang, Zhouchen Lin, Shixuan Liu

Published 2026Paris Poster Session 5 · Fri, Dec 11, 11:30 AM–1:30 PM local time · Paris Poster HallOpenReview ↗

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