Syntactic parsing with hierarchical modeling

被引:0
作者
Li, Junhui [1 ]
Zhou, Guodong [1 ]
Zhu, Qiaoming [1 ]
Qian, Peide [1 ]
机构
[1] Soochow Univ, Sch Comp Sci & Technol, Jiangsu Provincial Key Lab Comp Informat Proc Tec, Suzhou 215006, Peoples R China
来源
INFORMATION RETRIEVAL TECHNOLOGY | 2008年 / 4993卷
关键词
syntactic parsing; hierarchical modeling; POSTagging;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a hierarchical model to parse both English and Chinese sentences. This is done by iteratively constructing simple constituents first, so that complex ones could be detected reliably with richer contextual information in the following processes. Evaluation on the Penn WSJ Treebank and the Penn Chinese Treebank using maximum entropy models shows that our method can achieve a good performance with more flexibility for future improvement.
引用
收藏
页码:561 / 566
页数:6
相关论文
共 50 条
[31]   Hierarchical linear modeling: An overview [J].
Ciarleglio, Maria M. ;
Makuch, Robert W. .
CHILD ABUSE & NEGLECT, 2007, 31 (02) :91-98
[32]   Hierarchical Clause Annotation: Building a Clause-Level Corpus for Semantic Parsing with Complex Sentences [J].
Fan, Yunlong ;
Li, Bin ;
Sataer, Yikemaiti ;
Gao, Miao ;
Shi, Chuanqi ;
Cao, Siyi ;
Gao, Zhiqiang .
APPLIED SCIENCES-BASEL, 2023, 13 (16)
[33]   Hierarchical Bayesian modeling of intertemporal choice [J].
Chavez, Melisa E. ;
Villalobos, Elena ;
Baroja, Jose L. ;
Bouzas, Arturo .
JUDGMENT AND DECISION MAKING, 2017, 12 (01) :19-28
[34]   Perspectives on hierarchical modeling in mechatronic design [J].
Hehenberger, P. .
ADVANCED ENGINEERING INFORMATICS, 2014, 28 (03) :188-197
[35]   A layered metamodel for hierarchical modeling in UML [J].
Song, CY ;
Baik, DK .
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2003, 13 (02) :191-214
[36]   Adaptive hierarchical modeling of heterogeneous structures [J].
Oden, JT ;
Vemaganti, K .
PHYSICA D, 1999, 133 (1-4) :404-415
[37]   Functional completeness of hierarchical fuzzy modeling [J].
Kikuchi, H ;
Otake, A ;
Nakanishi, S .
INFORMATION SCIENCES, 1998, 110 (1-2) :51-60
[38]   Hierarchical modeling of heterogeneous structures driven by a modeling error estimator [J].
Fergoug, Mouad ;
Parret-Freaud, Augustin ;
Feld, Nicolas ;
Marchand, Basile ;
Forest, Samuel .
JOURNAL OF HAZARDOUS MATERIALS, 2024, 418
[39]   Hierarchical Control Models for Multimodal Process Modeling [J].
Zhang, Weidong ;
Chen, Feng ;
Xu, Wenli .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 39 (05) :1324-1329
[40]   Hierarchical Modeling Using Generalized Linear Models [J].
Kumar, Naveen ;
Mastrangelo, Christina ;
Montgomery, Doug .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2011, 27 (06) :835-842