Are Language Models Actually Useful for Time Series Forecasting?

KimMeen / Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

https://arxiv.org/abs/2310.01728

Apache License 2.0

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Are Language Models Actually Useful for Time Series Forecasting? #145

Open tankienleong opened 1 month ago

tankienleong commented 1 month ago

Hi, I'm currently exploring the use of LLM in time series forecasting and I came across a journal titled "Are Language Models Actually Useful for Time Series Forecasting?" https://arxiv.org/pdf/2406.16964 I'm curious to hear your perspective on this. Do you agree with their research findings?

beyondguo commented 2 days ago

Same concern. The Time-LLM paper didn't include an ablation study of removing the LLM.