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20232026
most citedCan We Utilize Pre-trained Language Models within Causal Discovery Algorithms?

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cs.LG2026

Channel-wise Retrieval for Multivariate Time Series Forecasting

Junhyeok Kang, Jun Seo, Soyeon Park +4

Multivariate time series forecasting often struggles to capture long-range dependencies due to fixed lookback windows. Retrieval-augmented forecasting addresses this by retrieving…