作者位次 #2/6ACL 2026Poster· Natural Language Processing
Inferring Events from Time Series using Language Models
Mingtian Tan · Mike A Merrill · Zachary Gottesman · Tim Althoff · David Evans · Thomas Hartvigsen
摘要
A common goal in analyzing time series data is to understand how events cause observed variations. We study whether Large Language Models (LLMs) can infer natural language events associated with time series data.We introduce an automated method for generating tasks that test a model’s ability to...