Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning | |
Haoran Li1,2; Jiajun Zhang1,2; Chengqing Zong1,2,3 | |
发表期刊 | ACM Transactions on Asian and Low-Resource Language Information Processing
![]() |
ISSN | 2375-4699 |
2017 | |
卷号 | 16期号:3页码:1-21 |
文章类型 | 长文 |
摘要 | Discourse relations between two text segments play an important role inmany Natural Language Processing (NLP) tasks. The connectives strongly indicate the sense of discourse relations, while in fact, there are no connectives in a large proportion of discourse relations, that is, implicit discourse relations. Compared with explicit relations, implicit relations are much harder to detect and have drawn significant attention. Until now, there have been many studies focusing on English implicit discourse relations, and few studies address implicit relation recognition in Chinese even though the implicit discourse relations in Chinese are more common than those in English. In our work, both the English and Chinese languages are our focus. The key to implicit relation prediction is to properly model the semantics of the two discourse arguments, as |
关键词 | Implicit Discourse Relation Maxmargin Learning Neural Network Multilevel Features |
收录类别 | SSCI |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/23107 |
专题 | 模式识别国家重点实验室_自然语言处理 |
作者单位 | 1.National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences 2.University of Chinese Academy of Sciences 3.CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Haoran Li,Jiajun Zhang,Chengqing Zong. Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning[J]. ACM Transactions on Asian and Low-Resource Language Information Processing,2017,16(3):1-21. |
APA | Haoran Li,Jiajun Zhang,&Chengqing Zong.(2017).Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning.ACM Transactions on Asian and Low-Resource Language Information Processing,16(3),1-21. |
MLA | Haoran Li,et al."Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning".ACM Transactions on Asian and Low-Resource Language Information Processing 16.3(2017):1-21. |
条目包含的文件 | 下载所有文件 | |||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
2TALLIP.pdf(753KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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