2 papers
cs.LG2026
From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting
Xinyu Zhang, Shanshan Feng, Xutao Li +3
Using pre-trained large language models (LLMs) as a backbone for time series prediction has recently attracted growing research interest. Existing approaches typically split time s…
cs.LG2025
Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework
Yuchen Wang, Pengfei Jia, Zhitao Shu +2
With the intensification of global climate change, accurate prediction of weather indicators is of great significance in disaster prevention and mitigation, agricultural production…