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1. Context is Key: A Benchmark for Forecasting with Essential Textual Information

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2. Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

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3. TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research

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