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08/21/2023
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting
With the rapid development of the Intelligent Transportation System (ITS...
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06/07/2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation
Few-shot question answering (QA) aims at precisely discovering answers t...
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06/01/2023
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting
Tensor time series (TTS) data, a generalization of one-dimensional time ...
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05/22/2023
Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting
Multivariate time-series (MTS) forecasting is a paramount and fundamenta...
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09/02/2021
A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting
Multi-variate time series (MTS) data is a ubiquitous class of data abstr...
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08/20/2021