Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision
Xingwei Tan, Marco Valentino, Mahmud Elahi Akhter, Maria Liakata, Nikos Aletras
arxiv.org/abs/2505.20415
#EMNLP2025 Main
Large language models (LLMs) have shown promising performance in mathematical and logical reasoning benchmarks. However, recent studies have pointed to memorization, rather than generalization, as one...
