指代消解的基本方法和实现技术

王厚峰

PDF(458 KB)
PDF(458 KB)
中文信息学报 ›› 2002, Vol. 16 ›› Issue (6) : 10-18.

指代消解的基本方法和实现技术

  • 王厚峰
作者信息 +

Survey : Computational Models and Technologies in Anaphora Resolution

  • WANG Hou-feng
Author information +
History +

摘要

指代是自然语言中常见的语言现象,大量出现在篇章或对话中。随着篇章处理相关应用日益广泛,指代消解也显示出前所未有的重要性,并成为自然语言处理上热门的研究问题。针对指代和指代消解的有关问题,本文对基本概念作了说明,分析了语言中典型的指代现象和指代消解所需的基本语言知识;同时,介绍了指代消解中有代表性的几种计算模型和近10年来采用的若干实现技术。

Abstract

Anaphora occurs throughout discourse or dialogue. Their high frequencies make anaphora resolution one key problem in discourse processing which attract attention of increasing researchers. In this article ,some issues of anaphora resolution will be discussed , such as basic concepts , special referring phenomena ,necessary knowledge on anaphora resolution. Some typical computational models of anaphora resolution and implement technologies will be given as well.

关键词

指代消解 / 先行语 / 突显性

Key words

anaphora resolution / antecedent / salience

引用本文

导出引用
王厚峰. 指代消解的基本方法和实现技术. 中文信息学报. 2002, 16(6): 10-18
WANG Hou-feng. Survey : Computational Models and Technologies in Anaphora Resolution. Journal of Chinese Information Processing. 2002, 16(6): 10-18

参考文献

[1] Azzam Saliha , Kevin Humphreys & Robert Gaizauskas. Using Coreference Chinas for Text Summarization. In Proc. of the ACL’99 Workshop on Coreference and its Applications ,Baltimore ,1999
[2] Azzam Saliha ,Kevin Humphreys & Robert Gaizauskas. Coreference resolution in a multilingual information extraction. In the Proc. of the Workshop on Linguistic Coreference. Granada ,Spain. 1998
[3] Barbara J. Grosz ,Aravind Joshi ,and Scott Weinstein. June. Centering :A Framework for Modeling the Local Coherence of Discourse. . Computational Linguistics 1995 ,21 (2) :203 - 225
[4] Cardie Claire & Kiri Wagstaff .Noun phrase coreference as clustering. In Proc. of the 1999 Joint SIGDAT conference on Empirical Methods in NLP and Very Large Corpora (ACL’99) . 82 - 89. University of Maryland ,USA. 1999
[5] Constantin Orasan. Clink A Coreferential Links Annotator. In Proc. of LREC2000 ,Athens ,Greece. 2000
[6] 郭志立. 人称代词指代主体的辨析及其在摘要提取中的应用. 1998年中文信息处理国际会议论文集,北京清华大学出版社. 1998 ,310 - 315
[7] Joseph F. McCarthy and Wendy Lehnert ,Using Decision Trees for Coreference Resolution , In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. 1995
[8] Judita Preiss.Anaphora Resolution with Memory Based Learning. In Proc. of CLUK5 ,2002
[9] Kee van Deemter & Rodger Kibble ,On Coreferring : Coreference in MUC and Related Annotation Schemes. Computational Linguistics 2000 ,26 (4) :615 - 623
[10] Kennedy ,Christopher & Branimir Boguraev ,Anaphora for everyone : pronominal anaphora resolution without a parser. In Proc. of the 16th International Conference on Computational Linguistics (COLING’96) ,Copenhagen , Denmark. 1996
[11] Lappin ,Shalom & Herbert Leass. An algorithm for pronominal anaphora resolution. Computational Linguistics , 1994. 20 (4) :535 - 561
[12] Marilyn A. Walker. Evaluating Discourse Processing Algorithms ,In Proc. of 27th Annual Meeting of Association of Computational Linguistics.Vancouver ,1989
[13] Michael Strube & Udo Hahn. Functional Centering - Grounding Referential Coherence in Information Structure. Computational Linguistics. 1999. 25 (3) :309 - 344
[14] Mitkov R. Robust Pronoun Resolution with limited knowledge. In Proc. of ACL’98 ,Montreal ,Canada ,1998
[15] Mitkov R. Anaphora resolution : the state of the art. Working paper (Based on the COLING’98/ACL’98 tutorial on anaphora resolution) .University of Wolverhampton ,Wolverhampton ,1999
[16] 马彦华,王能忠,许敏. 汉语中人称代词指代问题研究. 1998年中文信息处理国际会议论文集,北京:清华大学出版社,1998 ,298 - 303
[17] Niyu Ge ,John Hale & Eugene Charniak. A Statistical Approach to Anaphora Resolution. In Proceedings of the Sixth Workshop on Very Large Corpora (COLING-ACL’98) ,Montreal ,Canada
[18] 秦洪武. 第三人称代词在深层回指中的应用分析. 当代语言学,2001 (1) ,55 - 65
[19] Renata Vieira and Massimo Poesio.An Empirically-Based System for Processing Definite Descriptions ,Computational Linguistics ,2000 ,26 (4) :525 - 579
[20] Sanda M. Harabagiu ,Razvan C. Bunescu & Steven J. Maiorano. Text and Knowledge Mining for Coreference Resolution. In Proc. of NAACL2001 ,Carnegie Mellon University ,USA ,June ,2001
[21] Soon ,Wee Meng & Ng ,Hwee Tou & Lim ,Chung Yong. Corpus-based Learning for Noun Phrase Coreference Resolution. In Proc. of the 1999 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora (EMNLP/VLC-99) (285 - 291) . College Park ,Maryland ,USA ,1998
[22] Tetreault ,Joel R A Corpus-Based Evalutation of Centering and Pronoun Resolution. Computational Linguistics.2001 ,27 (4) :507 - 520
[23] 王厚峰,何婷婷. 汉语中人称代词消解的研究. 计算机学报,2001 ,24 (2) :136 - 143

基金

国家自然科学基金项目(60173005)
PDF(458 KB)

2027

Accesses

0

Citation

Detail

段落导航
相关文章

/