A Survey of Discourse Representations for Chinese Discourse Annotation | |
Kang, Xiaomian2,3; Zong, Chengqing1,2,3; Xue, Nianwen4 | |
刊名 | ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING
![]() |
2019-01 | |
卷号 | 18期号:3页码:Article 26 |
关键词 | discourse representation discourse theory discourse structure discourse analysis |
ISSN号 | 2375-4699 |
DOI | 10.1145/3293442 |
英文摘要 | A key element in computational discourse analysis is the design of a formal representation for the discourse structure of a text. With machine learning being the dominant method, it is important to identify a discourse representation that can be used to perform large-scale annotation. This survey provides a systematic analysis of existing discourse representation theories to evaluate whether they are suitable for annotation of Chinese text. Specifically, the two properties, expressiveness and practicality, are introduced to compare the representations of theories based on rhetorical relations and the representations of theories based on entity relations. The comparison systematically reveals linguistic and computational characteristics of the theories. After that, we conclude that none of the existing theories are quite suitable for scalable Chinese discourse annotation because they are not both expressive and practical. Therefore, a new discourse representation needs to be proposed, which should balance the expressiveness and practicality, and cover rhetorical relations and entity relations. Inspired by the conclusions, this survey discusses some preliminary proposals on how to represent the discourse structure that are worth pursuing. |
资助项目 | National Natural Science Foundation of China[61333018] |
WOS研究方向 | Computer Science |
语种 | 英语 |
出版者 | ASSOC COMPUTING MACHINERY |
WOS记录号 | WOS:000496767600007 |
内容类型 | 期刊论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/28830] ![]() |
专题 | 模式识别国家重点实验室_自然语言处理 |
通讯作者 | Kang, Xiaomian |
作者单位 | 1.CAS Center for Excellence in Brain Science and Intelligence Technology 2.University of Chinese Academy of Sciences, China 3.National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences 4.Brandeis University, USA |
推荐引用方式 GB/T 7714 | Kang, Xiaomian,Zong, Chengqing,Xue, Nianwen. A Survey of Discourse Representations for Chinese Discourse Annotation[J]. ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING,2019,18(3):Article 26. |
APA | Kang, Xiaomian,Zong, Chengqing,&Xue, Nianwen.(2019).A Survey of Discourse Representations for Chinese Discourse Annotation.ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING,18(3),Article 26. |
MLA | Kang, Xiaomian,et al."A Survey of Discourse Representations for Chinese Discourse Annotation".ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING 18.3(2019):Article 26. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论