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05/29/2020
Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions
At the time of writing, the ongoing pandemic of coronavirus disease (COV...
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02/08/2020
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention
Non-autoregressive translation (NAT) models generate multiple tokens in ...
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11/05/2019
Coreference Resolution as Query-based Span Prediction
In this paper, we present an accurate and extensible approach for the co...
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09/26/2019
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs
In this paper, we investigate the problem of training neural machine tra...
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05/14/2019
Entity-Relation Extraction as Multi-Turn Question Answering
In this paper, we propose a new paradigm for the task of entity-relation...
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05/14/2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
Segmenting a chunk of text into words is usually the first step of proce...
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11/08/2018
Bias and Generalization in Deep Generative Models: An Empirical Study
In high dimensional settings, density estimation algorithms rely crucial...
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03/08/2018