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A Survey on Anaphora Resolution

Published on September 2016 by Ishani Sharma, Pradeep Kumar Singh
journal_cover_thumbnail

Recent Innovations in Computer Science and Information Technology
Foundation of Computer Science USA
RICSIT2016 - Number 1
September 2016
Authors: Ishani Sharma, Pradeep Kumar Singh
deb41f78-ec81-47a9-8412-747cbf3f923a

Ishani Sharma, Pradeep Kumar Singh . A Survey on Anaphora Resolution. Recent Innovations in Computer Science and Information Technology. RICSIT2016, 1 (September 2016), 5-7.

@article{
author = { Ishani Sharma, Pradeep Kumar Singh },
title = { A Survey on Anaphora Resolution },
journal = { Recent Innovations in Computer Science and Information Technology },
issue_date = { September 2016 },
volume = { RICSIT2016 },
number = { 1 },
month = { September },
year = { 2016 },
issn = 0975-8887,
pages = { 5-7 },
numpages = 3,
url = { /proceedings/ricsit2016/number1/26183-2017/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 Recent Innovations in Computer Science and Information Technology
%A Ishani Sharma
%A Pradeep Kumar Singh
%T A Survey on Anaphora Resolution
%J Recent Innovations in Computer Science and Information Technology
%@ 0975-8887
%V RICSIT2016
%N 1
%P 5-7
%D 2016
%I International Journal of Computer Applications
Abstract

Anaphora occurs very frequently in written texts and spoken dialogues. Almost all NLP applications such as machine translation, information extraction, automatic summarization, question answering system, natural language generation, etc. , require successful identification and resolution of anaphora. Though the significant amount of work has been done in English and other European languages, the computational work, in reference to Hindi, is lagging far behind. In this paper, we present a review of work done in the field of anaphora resolution in Hindi and other languages. There are plenty of techniques which have been developed on anaphora resolution but very less effort has been taken on Hindi language. Here we are discussing various features that includes pronoun resolution, noun resolution, and various methods such as centering, hobbs, gazetter and lappin and leass methods.

References
  1. Lakhmani P, Singh S. Anaphora Resolution in Hindi Language.
  2. Feng J, Xu N. Using Chinese Natural Language Interfaces for Navigation in Mobile GIS.
  3. Poesio M, Kabadjov MA. A General-Purpose, Off-the-shelf Anaphora Resolution Module: Implementation and Preliminary Evaluation. InLREC 2004 May.
  4. N. A. J. khan. Statistical machine translation of Indian language: A survey"
  5. Pal TL, Dutta K, Singh P. Anaphora Resolution in Hindi: Issues and Challenges. International Journal of Computer Applications. 2012 Mar;42(18).
  6. Steinberger J, Poesio M, Kabadjov MA, Ježek K. Two uses of anaphora resolution in summarization. Information Processing & Management. 2007 Nov 30;43(6):1663-80.
  7. Sontakke AR, Pimpalkar A. A Review Paper on Hindi Language Graphical User Interface to Relational Database using NLP.
  8. Lakhmani P, Singh S, Morwal S. Performance Analysis of two Anaphora Resolution System for Hindi Language.
  9. Sinha RM, Jain A. AnglaHindi: an English to Hindi machine-aided translation system. MT Summit IX, New Orleans, USA. 2003 Sep 23:494-7.
  10. S. Singh, P. Lakhmani, P. Mathur and S. Morwal. ANAPHORA RESOLUTION IN HINDI LANGUAGE USING GAZETTEER METHOD.
  11. D. Chopra, G. N. Purohit. HANDLING AMBIGUITIES AND UNKNOWN WORDS IN NAMED ENTITY RECOGNITION USING ANAPHORA RESOLUTION.
  12. Dutta K, Prakash N, Kaushik S. Resolving pronominal anaphora in hindi using hobbs algorithm. Web Journal of Formal Computation and Cognitive Linguistics. 2008 Jan;1(10):5607-5607.
  13. B. Uppalapu, D. M. Sharma. Pronoun Resolution For Hindi.
  14. Devi SL, Ram RV, Rao PR. A Generic Anaphora Resolution Engine for Indian Languages. InCOLING 2014 (pp. 1824-1833).
  15. Dakwale P, Mujadia V, Sharma DM. A Hybrid Approach for Anaphora Resolution in Hindi. InIJCNLP 2013 (pp. 977-981).
  16. P. Lakhmani, S. mita Singh2, Dr. P. Mathur. Gazetteer Method for Resolving Pronominal Anaphora in Hindi Language.
  17. K. Mehla, Karambir and A. Jangra. Event Anaphora Resolution in Natural Language Processing for Hindi text.
  18. Dutta K, Kaushik S, Prakash N. Machine Learning Approach for the Classification of Demonstrative Pronouns for Indirect Anaphora in Hindi News Items. The Prague Bulletin of Mathematical Linguistics. 2011 Apr 1;95:33-50.
  19. Tetreault JR. A corpus-based evaluation of centering and pronoun resolution. Computational Linguistics. 2001 Dec 1;27(4):507-20.
  20. Mitkov, Ruslan; Boguraev, Branimir and Lappin, Shalom, 2001, Introduction to the Special Issue on Computational Anaphora Resolution in Computational Linguistics, Volume 27, Number 4, 2001
  21. Ng V, Cardie C. Improving machine learning approaches to coreference resolution. InProceedings of the 40th Annual Meeting on Association for Computational Linguistics 2002 Jul 6 (pp. 104-111). Association for Computational Linguistics.
  22. Harris CL, Bates EA. Clausal backgrounding and pronominal reference: A functionalist approach to c-command. Language and cognitive processes. 2002 Jun 1;17(3):237-69.
  23. Soon WM, Ng HT, Lim DC. A machine learning approach to coreference resolution of noun phrases. Computational linguistics. 2001 Dec;27(4):521-44.
  24. Hobbs JR. Resolving pronoun references. Lingua. 1978 Apr 30;44(4):311-38. .
  25. Lappin S, Leass HJ. An algorithm for pronominal anaphora resolution. Computational linguistics. 1994 Dec 1;20(4):535-61.
  26. Mitkov R. Factors in anaphora resolution: they are not the only things that matter: a case study based on two different approaches. InProceedings of a Workshop on Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts 1997 Jul 11 (pp. 14-21). Association for Computational Linguistics.
  27. Saha S, Ekbal A, Uryupina O, Poesio M. Single and multi-objective optimization for feature selection in anaphora resolution. InIJCNLP 2011 (pp. 93-101).
Index Terms

Computer Science
Information Sciences

Keywords

Anaphora Anaphora Resolution Centering Hobbs Gazetteer Method Lappin And Leass Natural Language Processing.