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cs.CL2026
Linear Reasoning vs. Proof by Cases: Obstacles for Large Language Models in FOL Problem Solving
Yuliang Ji, Fuchen Shen, Jian Wu +2
To comprehensively evaluate the mathematical reasoning capabilities of Large Language Models (LLMs), researchers have introduced abundant mathematical reasoning datasets. However,…
cs.CL2024★ 3 cited
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning
Jian Wu, Linyi Yang, Yuliang Ji +3
Multi-hop QA (MHQA) involves step-by-step reasoning to answer complex questions and find multiple relevant supporting facts. However, Existing large language models'(LLMs) reasonin…