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09/18/2020
Unsupervised Parallel Corpus Mining on Web Data
With a large amount of parallel data, neural machine translation systems...
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06/05/2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
With the success of language pretraining, it is highly desirable to deve...
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04/24/2020
Explainable Unsupervised Change-point Detection via Graph Neural Networks
Change-point detection (CPD) aims at detecting the abrupt property chang...
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09/16/2019
Bridging the domain gap in cross-lingual document classification
The scarcity of labeled training data often prohibits the internationali...
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02/04/2019
Re-examination of the Role of Latent Variables in Sequence Modeling
With latent variables, stochastic recurrent models have achieved state-o...
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06/15/2018
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data
How to model distribution of sequential data, including but not limited ...
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11/09/2017
Large-scale Cloze Test Dataset Designed by Teachers
Cloze test is widely adopted in language exams to evaluate students' lan...
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10/31/2017
Learning Graph Convolution Filters from Data Manifold
Convolution Neural Network (CNN) has gained tremendous success in comput...
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04/15/2017