acl acl2013 acl2013-290 acl2013-290-reference knowledge-graph by maker-knowledge-mining
Source: pdf
Author: Piotr Przybyla
Abstract: This study is devoted to the problem of question analysis for a Polish question answering system. The goal of the question analysis is to determine its general structure, type of an expected answer and create a search query for finding relevant documents in a textual knowledge base. The paper contains an overview of available solutions of these problems, description of their implementation and presents an evaluation based on a set of 1137 questions from a Polish quiz TV show. The results help to understand how an environment of a Slavonic language affects the performance of methods created for English.
Szymon Aceda ´nski. 2010. A morphosyntactic Brill Tagger for inflectional languages. In Proceedings of the 7th international conference on Advances in Natural Language Processing (IceTAL’10 ), pages 3–14. Eric Brill, Susan Dumais, and Michele Banko. 2002. An analysis ofthe AskMSR question-answering system. In Proceedings of the ACL-02 conference on Empirical methods in natural language processing - EMNLP ’02, volume 10, pages 257–264, Morristown, NJ, USA, July. Association for Computational Linguistics. Hoa Trang Dang, Diane Kelly, and Jimmy Lin. 2007. Overview of the TREC 2007 Question Answering track. In Proceedings of The Sixteenth Text REtrieval Conference, TREC 2007. Christiane Fellbaum. 1998. WordNet: An Electronic Lexical Database. The MIT Press. Leo Galambos. 2001. Lemmatizer for Document Information Retrieval Systems in JAVA. In Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2001), pages 243–252. Sanda Harabagiu, Dan Moldovan, Marius Pasca, Rada Mihalcea, Mihai Surdeanu, Razvan Bunescu, Roxana Gîrju, Vasile Rus, and Paul Morarescu. 2001. The role of lexico-semantic feedback in opendomain textual question-answering. In Proceedings of the 39th Annual Meeting on Association for Computational Linguistics - ACL ’01, pages 282–289. Eduard Hovy, Laurie Gerber, Ulf Hermjakob, Michael Junk, and Chin-Yew Lin. 2000. Question Answering in Webclopedia. In Proceedings of The Ninth Text REtrieval Conference (TREC 2000). Marek Karzewski. 1997. Jeden z dziesi˛ eciu - pytania i odpowiedzi. Muza SA. Boris Katz, Jimmy Lin, Daniel Loreto, Wesley Hildebrandt, Matthew Bilotti, Sue Felshin, Aaron Fernandes, Gregory Marton, and Federico Mora. 2003. Integrating Web-based and corpus-based techniques for question answering. In Proceedings of the Twelfth Text REtrieval Conference (TREC 2003). Changki Lee, Ji-Hyun Wang, Hyeon-Jin Kim, and Myung-Gil Jang. 2005. Extracting Template for Knowledge-based Question-Answering Using Conditional Random Fields. In Proceedings of the 28th Annual International ACM SIGIR Workshop on MFIR, pages 428–434. 101 Xin Li and Dan Roth. 2002. Learning Question Classifiers. In Proceedings of the 19th International Conference on Computational Linguistics (COLING2002), volume 1 of COLING ’02. Marek Maziarz, Maciej Piasecki, and Stanisław Szpakowicz. 2012. Approaching plWordNet 2.0. In Proceedings of the 6th Global Wordnet Conference. Dan Moldovan, Sanda Harabagiu, Marius Pa¸ sca, Rada Mihalcea, Roxana Gîrju, Richard Goodrum, and Vasile Rus. 2000. The structure and performance of an open-domain question answering system. In Proceedings of the 38th Annual Meeting on Association for Computational Linguistics - ACL ’00, pages 563–570, Morristown, NJ, USA, October. Association for Computational Linguistics. Anselmo Peñas, Eduard H. Hovy, Pamela Forner, Álvaro Rodrigo, Richard F. E. Sutcliffe, Caroline Sporleder, Corina Forascu, Yassine Benajiba, and Petya Osenova. 2012. QA4MRE: Question Answering for Machine Reading Evaluation at CLEF 2012. In CLEF 2012 Evaluation Labs and Workshop Online Working Notes. Adam Przepiórkowski. 2007. Slavonic information extraction and partial parsing. In Proceedings of the Workshop on Balto-Slavonic Natural Language Processing Information Extraction and Enabling Technologies - ACL ’07. Adam Przepiórkowski. 2008. Powierzchniowe przetwarzanie j˛ ezyka polskiego. Akademicka Oficyna Wydawnicza EXIT, Warszawa. Piotr Przybyła. 2013. Question classification for Polish question answering. In Proceedings of the 20th International Conference of Language Processing and Intelligent Information Systems (LP&IIS; 2013). Ines Cˇeh and Milan Ojsteršek. 2009. Developing a question answering system for the slovene language. WSEAS Transactions on Information Science and Applications, 6(9): 1533–1543. Marcin Woli ´nski. 2006. Morfeusz — a Practical Tool for the Morphological Analysis of Polish. In Mieczysław Kłopotek, Sławomir Wierzcho n´, and Krzysztof Trojanowski, editors, Intelligent Information Processing and Web Mining, pages 511–520. 102