Rui Meng
3 papers in the PaperMetrix corpus
Papers by this author
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Nonstationary Multivariate Gaussian Processes for Electronic Health Records
2019 · arXiv (Cornell University)
We propose multivariate nonstationary Gaussian processes for jointly modeling multiple clinical variables, where the key parameters, length-scales, standard deviations and the correlations between the observed output, are all time dependent. We perform posterior inference via …
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Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation
2021
Multivariate time series modeling and prediction problems are abundant in many machine learning application domains. Accurate interpretation of the prediction outcomes from the model can significantly benefit the domain experts. In addition to isolating the …
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Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training
2022 · Findings of the Association for Computational Linguistics: NAACL 2022
Keyphrase generation is the task of automatically predicting keyphrases given a piece of long text. Despite its recent flourishing, keyphrase generation on non-English languages haven't been vastly investigated. In this paper, we call attention to …