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01/16/2021
To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph
In this paper, we propose a unified explanation of representation for la...
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12/27/2020
SG-Net: Syntax Guided Transformer for Language Representation
Understanding human language is one of the key themes of artificial inte...
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09/16/2020
Graph-to-Sequence Neural Machine Translation
Neural machine translation (NMT) usually works in a seq2seq learning way...
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04/30/2020
Capsule-Transformer for Neural Machine Translation
Transformer hugely benefits from its key design of the multi-head self-a...
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04/29/2020
Syntax-aware Data Augmentation for Neural Machine Translation
Data augmentation is an effective performance enhancement in neural mach...
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10/31/2019
Attention Is All You Need for Chinese Word Segmentation
This paper presents a fast and accurate Chinese word segmentation (CWS) ...
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08/14/2019
SG-Net: Syntax-Guided Machine Reading Comprehension
For machine reading comprehension, how to effectively model the linguist...
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11/06/2018