作者位次 #5/10ACL 2026Poster· Natural Language Processing
M ed V erse: Efficient and Reliable Medical Reasoning via DAG -Structured Parallel Execution
Jianwen Chen · Xinyu Yang · Peng Xia · Arian Azarang · Yueh Z Lee · Gang Li · Hongtu Zhu · Yun Li · Beidi Chen · Huaxiu Yao
摘要
Large language models (LLMs) have demonstrated strong performance and rapid progress in a wide range of medical reasoning tasks.However, their sequential autoregressive decoding forces inherently parallel clinical reasoning, such as differential diagnosis, into a single linear reasoning path, lim...