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cs.AI2024
TimeSeriesExam: A time series understanding exam
Yifu Cai, Arjun Choudhry, Mononito Goswami +1
Large Language Models (LLMs) have recently demonstrated a remarkable ability to model time series data. These capabilities can be partly explained if LLMs understand basic time ser…
cs.LG2024★ 27 cited
MOMENT: A Family of Open Time-series Foundation Models
Mononito Goswami, Konrad Szafer, Arjun Choudhry +3
We introduce MOMENT, a family of open-source foundation models for general-purpose time series analysis. Pre-training large models on time series data is challenging due to (1) the…