2 papers
cs.AI2026
FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning
Yuxi Sun, Aoqi Zuo, Haotian Xie +3
Chain-of-Thought (CoT) prompting has improved LLM reasoning, but models often generate explanations that appear coherent while containing unfaithful intermediate steps. Existing se…
cond-mat.stat-mech2026
Forecasting Return Time of Extreme Precipitation by Large Deviation Theory
Haotian Xie, Haoxian Liu, Jingfang Fan +1
Forecasting extreme precipitation is essential yet challenging due to its rarity and complexity. We develop a large deviation framework to estimate the return times of extreme prec…