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Computer Science - Computation and Language
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models
Foundation models, such as Large language Models (LLMs), have attracted significant amount of interest due to their large number of …
Yizhou Zhang
,
Lun Du
,
Defu Cao
,
Qiang Fu
,
Yan Liu
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TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
The past decade has witnessed significant advances in time series modeling with deep learning. While achieving state-of-the-art …
Defu Cao
,
Furong Jia
,
Sercan O. Arik
,
Tomas Pfister
,
Yixiang Zheng
,
Wen Ye
,
Yan Liu
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Transfer Topic Modeling with Ease and Scalability
The increasing volume of short texts generated on social media sites, such as Twitter or Facebook, creates a great demand for effective …
Jeon-Hyung Kang
,
Jun Ma
,
Yan Liu
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