作者位次 #4/8ACL 2026Poster· Natural Language Processing
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
Xin Chen · Feng Jiang · Yiqian Zhang · Hardy Chen · Shuo Yan · Wenya Xie · Min Yang · Shujian Huang
摘要
Reasoning-oriented Large Language Models (LLMs) have achieved remarkable progress with Chain-of-Thought (CoT) prompting, yet they remain fundamentally limited by a blind self-thinking paradigm: performing extensive internal reasoning even when critical information is missing or ambiguous. We prop...