The main aim of this work is to study the application of automatic anaphora or co-reference resolution techniques to Question Answering (QA) systems. Moreover, this chapter includes an overview of anaphora problem, a summary of approaches to anaphora resolution in Natural Language Processing and an analysis of their effectiveness and applicability to QA tasks. This work is complemented with a detailed study of current QA computational systems that apply this kind of techniques and a full evaluation for measuring the effects on QA systems performance when the information that is referenced by pronominal anaphora in documents is not ignored.
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8. References
Allen, J. (1995). Natural Language Understanding. The Benjamin /Cummings Publishing Company, Inc.
Alpha, S., Dixon P., Liao C. & Yang C. (2001). Oracle at TREC 10. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Barbu, C. & Mitkov, R. (2001). Evaluation tool for rule-based anaphora resolution methods. In Proceedings of the 39th Annual Meeting and 10th Conference of the European Chapter of the Association for Computational Linguistics (ACL’2001). 34-41. Toulouse (France).
Byron, D. (2001). The Uncommon Denominator: A Proposal for Consistent Reporting of Pronoun Resolution Results. Computational Linguistics. Special Issue on Anaphora and Ellipsis Resolution. 27 (4): 569-577.
Bean, D. L. & Riloff, E. (1999). Corpus-based Identification of Non-Anaphoric Noun Phrases. In Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics (ACL), 373-380, Maryland (USA).
Breck E., Burger J., Ferro L., House D., Light M. & Mani, I. (1999). A Sys Called Qanda. In Proceedings of the Eighth Text REtrieval Conference (TREC-8), 499-506, Gaithersburg, Maryland (USA).
Carbonell, J. G. & Brown, R. D. (1988). Anaphora resolution: A multi-strategy approach. In Proceedings of the 12th International Conference on Computational Linguistics (COLING), 96-101, Budapest (Hungary).
Chan, S. W. K. & T’Sou, B. K. (1999). Semantic Inference for Anaphora Resolution: Toward a Framework in Machine Translation. Machine Translation, 14(3/4), 163-190.
Connoly, D., Burger, J. & Day, D. (1994). A Machine learning approach to anaphoric reference. In Proceedings of the International Conference on New Methods in Language Processing (NEMLAP), 255-261, Manchester (UK).
Ferrández, A., Palomar, M. & Moreno, L. (1999). An empirical approach to Spanish anaphora resolution. Machine Translation, 14(3/4), 191-216.
Ferrández, A. & Peral, J. (2000). A Computational Approach to Zero-pronouns in Spanish. In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL), 166-172, Hong-Kong (China).
Garigliano, R., Urbanowicz, A. & Nettleton, D. J. (1998). University of Durham: Description of the LOLITA System as used for MUC-7. Morgan Kaufman Publishers.
Ge, N., Hale, J. & Charniak, E. (1998). A statistical approach to anaphora resolution. In Proceedings of the Sixth Workshop on Very Large Corpora, 161-170, Montreal (Canada).
Harabagiu, S. & Maiorano, S. (2000). Multilingual coreference resolution. In Proceedings of Conference on Applied Natural Language Processing/North American Chapter of the Association for Computational Linguistics (ANLP-NAACL), 142149, Seattle (USA).
Harabagiu S., Moldovan D., Pasca M., Mihalcea R., Surdeanu M., Bunescu R., Gîrju R., Rus, V. & Morarescu P. (2000). FALCON: Boosting Knowledge for Answer Engines. In Proceedings of the Ninth Text REtrieval Conference (TREC-9), 479-488, Gaithersburg, Maryland (USA).
Harabagiu, S., Moldovan, D., Pasca, M., Surdeanu, M., Mihalcea, R., Gîrju, R., Rus, V., Lacatusu, F., Morarescu, P. & Bunescu, R. (2001). Answering complex, list and context questions with LCC’s Question -Answering Server. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Harabagiu, S. & Maiorano, S. (2002). Three Ways to Customize Reference Resolution. In Proceedings of 2002 International Symposium on Reference Resolution for Natural Language Processing, 17-24, Alicante (Spain).
Hirst, G. (1981). Anaphora in Natural Language Understanding. Berlin: Springer-Verlag.
Hovy, E., Hermjakob, U. & Lin, C. (2001). The Use of External Knowledge in Factoid QA. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Humphreys, K., Gaizauskas, R., Azzam, S., Huyck, C. & Mitchell, B. (1998). University of Sheffield: Description of the LaSIE-II System as used for MUC-7. Morgan Kaufman Publishers.
Humphreys, K., Gaizauskas, R., Hepple, M. & Sanderson, M. (1999). University of Sheffield TREC-8 QA System. In Proceedings of the Eighth Text REtrieval Conference (TREC-8), 707-716, Gaithersburg, Maryland (USA).
Ittycheriah, A., Franz, M. & Roukos, S. (2001). IBM’s statistical Question Answering System - TREC-10. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Ittycheriah, A. & Roukos, S. (2002). IBM’s Statistical Question Answering System-TREC 11. In Proceedings of the Eleventh Text REtrieval Conference (TREC-11), Gaithersburg, Maryland (USA).
Kennedy, C. & Boguraev, B. (1996). Anaphora for Everyone: Pronominal Anaphora resolution without a Parser. In Proceedings of the 16th International Conference on Computational Linguistics (COLING), 113-118, Copenhagen (Denmark).
Kupiec, J.M. (1993). MURAX: A robust linguistic approach for question-answering using an on-line encyclopaedia. In Proceedings of the 16th International ACM SIGIR Conference on Research and Development in Information Retrieval, 181-190, Pittsburgh, PA (USA).
Lappin, S. & Leass, H. (1994). An algorithm for pronominal anaphora resolution. Computational Linguistics, 20(4), 535-561.
Lin, C. & Chen, H. (2000). Description of NTU QA and CLIR Systems in TREC-9. In Proceedings of the Ninth Text REtrieval Conference (TREC-9), 389-398, Gaithersburg, Maryland (USA).
Lin, C. & Chen, H. (2001). Description of NTU System at TREC-10. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Litkowski, K.C. (2001). CL Research Experiments in TREC-10 Question Answering. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Mitkov, R. (1999). Multilingual Anaphora Resolution. Machine Translation, 14(3/4), 281-299.
Mitkov, R. (2002). Anaphora resolution. Longman.
Moldovan, D., Harabagiu, S., Gîrju, R., Morarescu, P., Lacatusu, F., Novischi, A., Badulescu, A. & Bolohan, O. (2002). LCC Tools for Question Answering. In Proceedings of the Eleventh Text REtrieval Conference ( TREC-11), Gaithersburg, Maryland (USA).
Morton, T. S. (1999). Using Coreference in Question Answering. In Proceedings of the Eighth Text REtrieval Conference (TREC-8), 685-688, Gaithersburg, Maryland (USA).
Morton, T. S. (2000). Coreference for NLP Applications. In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL), 173-180, Hong-Kong (China).
Nakaiwa, H. & Shirai, S. (1996). Anaphora Resolution of Japanese Zero Pronouns with Deictic Reference. In Proceedings of the 16th International Conference on Computational Linguistics (COLING), 812-817, Copenhagen (Denmark).
Oard, D., Wang, J., Lin, D. & Soboroff, I. (1999). TREC-8 Experiments at Maryland: CLIR, QA and Routing. In Proceedings of the Eighth Text REtrieval Conference (TREC-8), 623-636, Gaithersburg, Maryland (USA).
Oh, J., Lee, K., Chang, D., Seo, C. & Choi, K. (2001). TREC-10 Experiments at KAIST: Batch Filtering and Question Answering. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Orasan, C., Evans, R. & Mitkov, R. (2000). Enhancing preference-based anaphora resolution with genetic algorithms. In Proceedings of NLP-2000, 185-195, Patras (Greece).
Palomar, M., Ferrández, A., Moreno, L., Martínez-Barco, P., Peral, J., Saiz-Noeda, M. & Muñoz, R. (2001). An Algorithm for Anaphora Resolution in Spanish Texts. Computational Linguistics. Special Issue on Anaphora and Ellipsis Resolution, 27(4), 545-567.
Paul, M., Yamamoto, K. & Sumita, E. (1999). Corpus-based anaphora resolution towards antecedent preference. In Proceedings of the ACL Workshop on Coreference and Its Applications, 47-52, College Park, MD (USA).
Poesio, M. & Vieira, R. (1998). A Corpus-Based Investigation of Definite Description Use. Computational Linguistics, 24(2), 183-216.
Prager, J., Chu-Carroll, J. & Czuba, K. (2001). Use of WordNet Hypernyms for Answering What-Is Questions. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Reinhart, T. (1983). Anaphora and Semantic Interpretation. Croom Helm Backenham, Kent.
Salton, G. (1989). Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer. Addison Wesley. New York.
Strube, M. & Hahn, U. (1999). Functional centering: Grounding referential coherence in information structure. Computational Linguistics, 25(3), 309-344.
Tetreault, J. R. (2001). A Corpus-Based Evaluation of Centering and Pronoun Resolution. Computational Linguistics. Special Issue on Anaphora and Ellipsis Resolution, 27(4), 507-520.
Vicedo, J.L. & Ferrández, A. (2000). Importance of Pronominal Anaphora resolution in Question Answering systems. In Proceedings of the 38 th Annual Meeting of the Association for Computational Linguistics (ACL), 555-562, Hong Kong (China).
Vicedo, J.L. & Ferrández, A. (2000b). A semantic approach to Question Answering systems. In Proceedings of the Ninth Text REtrieval Conference (TREC-9), 511-516, Gaithersburg, Maryland (USA).
Vicedo, J.L., Ferrández, A. & Llopis, F. (2001). University of Alicante at TREC-10. In Proceedings of the Tenth Text REtrieval Conference (TREC-10), Gaithersburg, Maryland (USA).
Webber, B. (1979). A formal approach to discourse anaphora. New York: Garland Publishing.
Wee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim. (2001). A Machine Learning Approach to Coreference Resolution of Noun Phrases. Computational Linguistics. Special Issue on Anaphora and Ellipsis Resolution, 27(4), 521-544.
Yang, H. & Chua T. (2002). The Integration of Lexical Knowledge and External Resources for Question Answering. In Proceedings of the Eleventh Text REtrieval Conference (TREC-11), Gaithersburg, Maryland (USA).
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Vicedo, J.L., Ferrández, A. (2008). Coreference In Q&A. In: Strzalkowski, T., Harabagiu, S.M. (eds) Advances in Open Domain Question Answering. Text, Speech and Language Technology, vol 32. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-4746-6_3
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