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10/19/2021
Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant
Intelligent personal assistants (IPA) enable voice applications that fac...
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10/16/2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Despite profound successes, contrastive representation learning relies o...
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10/16/2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Pretrained language models (PTLMs) are typically learned over a large, s...
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09/12/2021
Pairwise Supervised Contrastive Learning of Sentence Representations
Many recent successes in sentence representation learning have been achi...
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12/05/2017
An Online Algorithm for Nonparametric Correlations
Nonparametric correlations such as Spearman's rank correlation and Kenda...
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02/19/2017
Online Robust Principal Component Analysis with Change Point Detection
Robust PCA methods are typically batch algorithms which requires loading...
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06/16/2016
Sampling Method for Fast Training of Support Vector Data Description
Support Vector Data Description (SVDD) is a popular outlier detection te...
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03/18/2016
