政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/135516

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 111321/142230 (78%)
Visitors : 48415579 Online Users : 984

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大典藏 > College of Informatics > Department of Computer Science > Proceedings > Item 140.119/135516

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/135516

Title:	A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle
Authors:	黃瀚萱 Huang, Hen-Hsen Hung, Shyh-Shiun Chen, Hsin-Hsi
Contributors:	資科系
Date:	2020-07
Issue Date:	2021-06-04 14:36:53 (UTC+8)
Abstract:	This work proposes a standalone, complete Chinese discourse parser for practical applications. We approach Chinese discourse parsing from a variety of aspects and improve the shift-reduce parser not only by integrating the pre-trained text encoder, but also by employing novel training strategies. We revise the dynamic-oracle procedure for training the shift-reduce parser, and apply unsupervised data augmentation to enhance rhetorical relation recognition. Experimental results show that our Chinese discourse parser achieves the state-of-the-art performance.
Relation:	Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL, pp.133-138
Data Type:	conference
DOI link:	http://dx.doi.org/10.18653/v1/2020.acl-main.13
DOI:	10.18653/v1/2020.acl-main.13
Appears in Collections:	[Department of Computer Science ] Proceedings

Files in This Item:

File	Description	Size	Format
275.pdf		427Kb	Adobe PDF2	340	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...