Frustratingly hard domain adaptation for dependency parsing

EMNLP-CoNLL 2007 - Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Volumn , Issue , 2007, Pages 1051-1055

  Dredze, Mark ^a   Blitzer, John ^a   Talukdar, Partha Pratim ^a   Ganchev, Kuzman ^a   Graça, João V ^b   Pereira, Fernando ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b INESC ID   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DEPENDENCY PARSING; DOMAIN ADAPTATION; HARD DOMAIN; PRIMARY SOURCES; STATE OF THE ART; TARGET DOMAIN; TREEBANKS;

COMPUTATIONAL LINGUISTICS; ERROR ANALYSIS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 76649142537     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Shai Ben-David, John Blitzer, Koby Crammer, and Fernando Pereira. 2006. Analysis of representations for domain adaptation. In NIPS.
2. Leo Breiman. 1996. Bagging predictors. Machine Learning, 24(2):123-140. (Pubitemid 126724382)
3. R. Brown. 1973. A First Language: The Early Stages. Harvard University Press.
4. Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev- Shwartz, and Yoram Singer. 2006. Online passiveaggressive algorithms. Journal of Machine Learning Research, 7:551-585, Mar.
5. R. Johansson and P. Nugues. 2007. Extended constituent-to-dependency conversion for English. In Proc. of the 16th Nordic Conference on Computational Linguistics (NODALIDA).
6. Sandra KÜbler. 2006. How do treebank annotation schemes influence parsing results? or how not to compare apples and oranges. In RANLP.
7. S. Kulick, A. Bies, M. Liberman, M. Mandel, R. McDonald, M. Palmer, A. Schein, and L. Ungar. 2004. Integrated annotation for biomedical information extraction. In Proc. of the Human Language Technology Conference and the Annual Meeting of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL).
8. B. MacWhinney. 2000. The CHILDES Project: Tools for Analyzing Talk. Lawrence Erlbaum.
9. M. Marcus, B. Santorini, and M. Marcinkiewicz. 1993. Building a large annotated corpus of English: the Penn Treebank. Computational Linguistics, 19(2):313-330.
10. Ryan McDonald, Kevin Lerman, and Fernando Pereira. 2006. Multilingual dependency parsing with a twostage discriminative parser. In Conference on Natural Language Learning (CoNLL).
11. J. Nivre, J. Hall, S. K̈ubler, R. McDonald, J. Nilsson, S. Riedel, and D. Yuret. 2007. The CoNLL 2007 shared task on dependency parsing. In Proc. of the CoNLL 2007 Shared Task. Joint Conf. on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLPCoNLL).
12. Lawrence Saul and Fernando Pereira. 1997. Aggregate and mixed-order markov models for statistical language modeling. In EMNLP.