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Building a high performance end-to-end explicit discourse parser for practical application

  • Jianxiang Wang
  • , Man Lan*
  • *此作品的通讯作者
  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To build practical end-to-end discourse parser, labeling arguments to discourse is the bottleneck to improve performance of whole parser. In consideration of the difference between syntactic and discourse arguments of connectives and the difference between two arguments to discourse in SS and PS cases, we present a method to build two separate argument extractors for two arguments. To evaluate the performance of whole parser, we build an end-to-end explicit discourse parser on PDTB. Experimental results showed that our proposed discourse parser achieved the best performance on explicit discourse so far.

源语言英语
主期刊名Knowledge Science, Engineering and Management - 8th International Conference, KSEM 2015, Proceedings
编辑Zili Zhang, Songmao Zhang, Zili Zhang, Martin Wirsing, Martin Wirsing, Martin Wirsing, Zili Zhang, Songmao Zhang, Songmao Zhang
出版商Springer Verlag
324-335
页数12
ISBN(印刷版)9783319251585, 9783319251585, 9783319251585
DOI
出版状态已出版 - 2015
活动8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015 - Chongqing, 中国
期限: 28 10月 201530 10月 2015

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9403
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015
国家/地区中国
Chongqing
时期28/10/1530/10/15

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