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G-Transformer for Document-Level Machine Translation ...
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2
End-to-End Chinese Parsing Exploiting Lexicons ...
Zhang, Yuan; Teng, Zhiyang; Zhang, Yue. - : arXiv, 2020
Abstract: Chinese parsing has traditionally been solved by three pipeline systems including word-segmentation, part-of-speech tagging and dependency parsing modules. In this paper, we propose an end-to-end Chinese parsing model based on character inputs which jointly learns to output word segmentation, part-of-speech tags and dependency structures. In particular, our parsing model relies on word-char graph attention networks, which can enrich the character inputs with external word knowledge. Experiments on three Chinese parsing benchmark datasets show the effectiveness of our models, achieving the state-of-the-art results on end-to-end Chinese parsing. ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2012.04395
https://arxiv.org/abs/2012.04395
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3
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 297-312 (2019) (2019)
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4
Combining Discrete and Neural Features for Sequence Labeling ...
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5
Bidirectional Tree-Structured LSTM with Head Lexicalization ...
Teng, Zhiyang; Zhang, Yue. - : arXiv, 2016
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