# MaltParser

Modified: April 21 2011

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##### Get MaltParser

- Download
- Changes
- License

##### Documentation

- Introduction
- Installing MaltParser
- User guide
- Options (short version)
- Options (long version)
- JavaDoc

##### Resources

- Pre-trained models
- Plugin
- Publications
- CoNLL Shared Task

##### Contact

- Contact

## Publications

- Nivre, J. (2003). An Efficient Algorithm for Projective Dependency Parsing. In Proceedings of the 8th International Workshop on Parsing Technologies (IWPT 03), Nancy, France, 23-25 April 2003, pp. 149-160. [ps]
- Nivre, J., J. Hall and J. Nilsson (2004). Memory-Based Dependency Parsing. In Ng, H. T. and Riloff, E. (eds.) Proceedings of the Eighth Conference on Computational Natural Language Learning (CoNLL), May 6-7, 2004, Boston, Massachusetts, pp. 49-56. [ps]
- Nivre, J. (2004). Incrementality in Deterministic Dependency Parsing. In Incremental Parsing: Bringing Engineering and Cognition Together. Workshop at ACL-2004, Barcelona, Spain, July 25, 2004. [pdf]
- Nivre, J. and M. Scholz (2004). Deterministic Dependency Parsing of English Text. In Proceedings of COLING 2004, Geneva, Switzerland, August 23-27, 2004. [pdf]
- Nivre, J. and J. Nilsson (2005) Pseudo-Projective Dependency Parsing. In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), pp. 99-106. [pdf]
- Nivre, J., J. Hall, J. Nilsson, G. Eryigit and S. Marinov (2006). Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines. In Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL). [pdf]
- Hall, J. (2006) MaltParser: An Architecture for Labeled Inductive Dependency Parsing. Licentiate thesis, Växjö University. [pdf]
- Nivre, J. (2006) Inductive Dependency Parsing. Springer.
- Nilsson, J., J. Nivre and J. Hall. (2006) Graph Transformations in Data-Driven Dependency Parsing. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING/ACL), Sydney, Australia, pp. 257-264. [pdf]
- Hall, J., J. Nivre and J. Nilsson (2006) Discriminative Classifiers for Deterministic Dependency Parsing. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL) Main Conference Poster Sessions, 316-323. [pdf]
- Nivre, J., J. Hall and J. Nilsson (2006) MaltParser: A Data-Driven Parser-Generator for Dependency Parsing. In Proceedings of the fifth international conference on Language Resources and Evaluation (LREC2006), May 24-26, 2006, Genoa, Italy, pp. 2216-2219 [pdf]
- Nivre, J. (2007). Incremental Non-Projective Dependency Parsing. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, pp. 396-403 [pdf]
- Nivre, J., J. Hall, J. Nilsson, A. Chanev, G. Eryigit, S. Kübler, S. Marinov and E. Marsi (2007). MaltParser: A language-independent system for data-driven dependency parsing. Natural Language Engineering, 13(2), 95-135. [pdf]
- Hall, J. , J. Nivre and J. Nilsson. (2007) A hybrid constituency-dependency parser for Swedish. In Proceedings of NODALIDA-2007, Tartu, Estonia, pp. 284-287. [pdf]
- Nilsson J., J. Nivre and J. Hall. (2007) Generalizing Graph Transformations in Data-Driven Dependency Parsing. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Prauge, Czech Republic, pp. 968-975. [pdf]
- Hall, J., J. Nilsson, J. Nivre, G. Eryigit, B. Megyesi, M. Nilsson and M. Saers (2007). Single Malt or Blended? A Study in Multilingual Parser Optimization. In Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007, 933--939. [pdf]
- Hall, J. and J. Nivre (2008) A Dependency-Driven Parser for German Dependency and Constituency Representations. In Proceedings of the ACL Workshop on Parsing German (PaGe08), June 20, 2008, Columbus, Ohio, US, pp. 47-54. [pdf]
- Hall, J. and Nivre, J. (2008) Parsing Discontinuous Phrase Structure with Grammatical Functions. In Ranta, A. and Nordström, B. (eds.) In Proceedings of the 6th International Conference on Natural Language Processing (GoTAL 2008), LNAI 5221, Springer-Verlag, August 25-27, 2008, Gothenburg, Sweden, pp. 169-180.
- Hall, J. (2008) Transition-Based Natural Language Parsing with Dependency and Constituency Representations. Acta Wexionensia, No 152/2008, Computer Science, Växjö University (PhD Thesis) [pdf]
- Nivre, J. (2008) Algorithms for Deterministic Incremental Dependency Parsing. Computational Linguistics 34(4), 513-553.
- Hall, J., Nilsson, J. and Nivre, J. (2009) Single Malt or Blended? A Study in Multilingual Parser Optimization. In Bunt, H., Merlo, P. and Nivre, J. (eds.) New Trends in Parsing Technology. Springer.
- Nilsson, J., Löwe W., Hall, J. and Nivre, J. (2009) Natural Language Parsing for Fact Extraction from Source Code. In Proceedings of 17th IEEE International Conference on Program Comprehension, Vancouver, Canada, pp. 223-227.
- Nilsson, J., Löwe W., Hall, J. and Nivre, J. (2009) Parsing Formal Languages using Natural Language Parsing Techniques. In Proceedings of 11th International Conference on Parsing Technologies (IWPT), Paris, France, pp. to appear.
- Nivre, J., Kuhlmann M. and Hall, J. (2009)
- An Improved Oracle for Dependency Parsing with Online Reordering. In Proceedings of 11th International Conference on Parsing Technologies (IWPT), Paris, France, pp. to appear.
- Nivre, J. (2009) Non-Projective Dependency Parsing in Expected Linear Time. In Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 351-359. [pdf]
- Nivre, J., Kuhlmann, M. and Hall, J. (2009) An Improved Oracle for Dependency Parsing with Online Reordering. In Proceedings of the 11th International Conference on Parsing Technologies (IWPT), 73-76. [pdf]
- Lavelli, A., Hall, J., Nilsson, J. and Nivre, J. (2009) MaltParser at the EVALITA 2009 Dependency Parsing Task. In Proceedings of EVALITA 2009.
- Nivre, J. (2009) Parsing Indian Languages with MaltParser. In Proceedings of the ICON09 NLP Tools Contest: Indian Language Dependency Parsing, 12-18. [pdf]
- Bosco, C., Montemagni, S., Mazzei, A., Lombardo, V., Dell'Orletta, F., Lenci, A., Lesmo, L., Attardi, G., Simi, M., Lavelli, A., Hall, J., Nilsson, J. and Nivre, J. (2010) Comparing the Influence of Different Treebank Annotations on Dependency Parsing. In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC).
- Gómez-Rodríguez, C. and Nivre, J. (2010) A Transition-Based Parser for 2-Planar Dependency Structures. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, 1492-1501. [pdf]
- Nivre, J., Rimell, L., McDonald, R. and Gómez Rodríguez, C. (2010) Evaluation of Dependency Parsers on Unbounded Dependencies. In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), 833-841. [pdf]
- Candito, M., Nivre, J., Denis, P. and Henestroza Anguiano, E. (2010) Benchmarking of Statistical Dependency Parsers for French. In Coling 2010: Posters, 108--116. [pdf]