作者位次 #4/7ACL 2026Findings· Findings of ACL
Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
Zewen Liu · Juntong Ni · Xianfeng Tang · Max S. Y. Lau · Qi He · Wenpeng Yin · Wei Jin
摘要
Uncovering hidden symbolic laws from time series data, as an aspiration dating back to Kepler’s discovery of planetary motion, remains a core challenge in scientific discovery and artificial intelligence. While Large Language Models show promise in structured reasoning tasks, their ability to inf...