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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 32

Neural Character-level Dependency Parsing for Chinese

March 15, 2023

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Published Date: 2018-02-08

Registration: ISSN 2374-3468 (Online) ISSN 2159-5399 (Print)

Copyright: Published by AAAI Press, Palo Alto, California USA Copyright © 2018, Association for the Advancement of Artificial Intelligence All Rights Reserved.

Authors

Haonan Li

Shanghai Jiao Tong University


Zhisong Zhang

Shanghai Jiao Tong University


Yuqi Ju

Shanghai Jiao Tong University


Hai Zhao

Shanghai Jiao Tong University


DOI:

10.1609/aaai.v32i1.12002


Abstract:

This paper presents a truly full character-level neural dependency parser together with a newly released character-level dependency treebank for Chinese, which has suffered a lot from the dilemma of defining word or not to model character interactions. Integrating full character-level dependencies with character embedding and human annotated character-level part-of-speech and dependency labels for the first time, we show an extra performance enhancement from the evaluation on Chinese Penn Treebank and SJTU (Shanghai Jiao Tong University) Chinese Character Dependency Treebank and the potential of better understanding deeper structure of Chinese sentences.

Topics: AAAI

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HOW TO CITE:

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao Neural Character-level Dependency Parsing for Chinese Proceedings of the AAAI Conference on Artificial Intelligence, 32 (2018) .

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao Neural Character-level Dependency Parsing for Chinese AAAI 2018, .

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao (2018). Neural Character-level Dependency Parsing for Chinese. Proceedings of the AAAI Conference on Artificial Intelligence, 32, .

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. Neural Character-level Dependency Parsing for Chinese. Proceedings of the AAAI Conference on Artificial Intelligence, 32 2018 p..

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. 2018. Neural Character-level Dependency Parsing for Chinese. "Proceedings of the AAAI Conference on Artificial Intelligence, 32". .

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. (2018) "Neural Character-level Dependency Parsing for Chinese", Proceedings of the AAAI Conference on Artificial Intelligence, 32, p.

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao, "Neural Character-level Dependency Parsing for Chinese", AAAI, p., 2018.

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. "Neural Character-level Dependency Parsing for Chinese". Proceedings of the AAAI Conference on Artificial Intelligence, 32, 2018, p..

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. "Neural Character-level Dependency Parsing for Chinese". Proceedings of the AAAI Conference on Artificial Intelligence, 32, (2018): .

Haonan Li||Zhisong Zhang||Yuqi Ju||Hai Zhao. Neural Character-level Dependency Parsing for Chinese. AAAI[Internet]. 2018[cited 2023]; .


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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