Abstract
In this paper an exploitation of the verb valency lexicons for the Czech parsing system Syntis presented and an effective implementation is described that uses the syntactic information in the complex valency frames to resolve some of the standard parsing ambiguities, thereby improving the analysis results. We discuss the implementation in detail and provide evaluation showing improvements in parsing accuracy on the Brno Phrasal Treebank.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Hausser, R.: Foundations of Computational Linguistics, 2nd edn. Springer, Heidelberg (2001)
Hlaváčková, D., Horák, A., Kadlec, V.: Exploitation of the VerbaLex Verb Valency Lexicon in the Syntactic Analysis of Czech. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2006. LNCS (LNAI), vol. 4188, pp. 79–85. Springer, Heidelberg (2006)
Zeman, D.: Can subcategorization help a statistical dependency parser? In: Proceedings of the 19th international Conference on Computational Linguistics, COLING 2002, Stroudsburg, PA, USA, vol. 1, pp. 1–7. Association for Computational Linguistics (2002)
Hlaváčková, D., Horák, A.: VerbaLex – New Comprehensive Lexicon of Verb Valencies for Czech. In: Computer Treatment of Slavic and East European Languages, Bratislava, Slovakia, pp. 107–115 (2006)
Lopatková, M., Žabokrtský, Z., Skwarska, K.: Valency Lexicon of Czech Verbs: Alternation-Based Model. In: Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC 2006), vol. 3, pp. 1728–1733. ELRA (2006)
Kadlec, V.: Syntactic Analysis of Natural Languages Based on Context-Free Grammar Backbone. PhD thesis, Faculty of Informatics, Masaryk University, Brno, Czech Republic (2007)
Jakubíček, M., Horák, A., Kovář, V.: Mining Phrases from Syntactic Analysis. In: Matoušek, V., Mautner, P. (eds.) TSD 2009. LNCS, vol. 5729, pp. 124–130. Springer, Heidelberg (2009)
Horák, A., Kadlec, V.: New Meta-grammar Constructs in Czech Language Parser synt. In: Matoušek, V., Mautner, P., Pavelka, T. (eds.) TSD 2005. LNCS (LNAI), vol. 3658, pp. 85–92. Springer, Heidelberg (2005)
Jakubíček, M., Kovář, V., Horák, A.: Measuring coverage of a valency lexicon using full syntactic analysis. In: RASLAN 2009: Recent Advances in Slavonic Natural Language Processing, Brno, pp. 75–79 (2009)
Kovář, V., Jakubíček, M.: Test Suite for the Czech Parser Synt. In: Proceedings of Recent Advances in Slavonic Natural Language Processing 2008, Brno, pp. 63–70 (2008)
Hajič, J.: Building a syntactically annotated corpus: The Prague Dependency Treebank. In: Issues of Valency and Meaning, Prague, Karolinum, pp. 106–132 (1998)
Sampson, G.: A Proposal for Improving the Measurement of Parse Accuracy. International Journal of Corpus Linguistics 5(01), 53–68 (2000)
Sampson, G., Babarczy, A.: A Test of the Leaf-Ancestor Metric for Parse Accuracy. Natural Language Engineering 9(04), 365–380 (2003)
Bangalore, S., Sarkar, A., Doran, C., Hockey, B.A.: Grammar & parser evaluation in the XTAG project (1998), http://www.cs.sfu.ca/~anoop/papers/pdf/eval-final.pdf
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jakubıček, M., Kovář, V. (2013). Enhancing Czech Parsing with Verb Valency Frames. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2013. Lecture Notes in Computer Science, vol 7816. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-37247-6_23
Download citation
DOI: https://doi.org/10.1007/978-3-642-37247-6_23
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-37246-9
Online ISBN: 978-3-642-37247-6
eBook Packages: Computer ScienceComputer Science (R0)