作者位次 #4/7ACL 2026Poster· Natural Language Processing
Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models
Zhiqing Cui · Binwu Wang · Qingxiang Liu · Yeqiang Wang · Zhengyang Zhou · Yuxuan Liang · Yang Wang
摘要
Large language models (LLM) have emerged as a promising avenue for time series forecasting, offering the potential to integrate multimodal data. However, existing LLM-based approaches face notable limitations—such as marginalized role in model architectures, reliance on coarse statistical text pr...