作者位次 #3/6ACL 2026Poster· Natural Language Processing
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
Xinglang Zhang · Yunyao Zhang · ZeLiang Chen · Junqing Yu · Wei Yang · Zikai Song
摘要
Symbolic logical reasoning is a critical yet underexplored capability of large language models (LLMs), providing reliable and verifiable decision-making in high-stakes domains such as mathematical reasoning and legal judgment. In this study, we present a systematic analysis of logical reasoning u...