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cs.CL2025
DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
Xinyi Wang, Yiping Song, Zhiliang Tian +3
In multi-hop question answering (MHQA) tasks, Chain of Thought (CoT) improves the quality of generation by guiding large language models (LLMs) through multi-step reasoning, and Kn…
cs.AI2025
RLJP: Legal Judgment Prediction via First-Order Logic Rule-enhanced with Large Language Models
Yue Zhang, Zhiliang Tian, Shicheng Zhou +7
Legal Judgment Prediction (LJP) is a pivotal task in legal AI. Existing semantic-enhanced LJP models integrate judicial precedents and legal knowledge for high performance. But the…