CoNLL-2004 and CoNLL-2005 Shared Tasks:

Semantic Role Labeling: References


Introduction    F.A.Q.    References    CoNLL Conferences


CoNLL-2005 :       Description&Goal       Examples       Data&Software      Systems&Results 


CoNLL-2004 :      Summary Page (data, systems & results)



Related Information

References about Propbank

[ PGK05]
Martha Palmer, Dan Gildea, and Paul Kingsbury. The Proposition Bank: An Annotated Corpus of Semantic Roles , Computational Linguistics, 31(1), 2005.

[ KP02]
Paul Kingsbury and Martha Palmer, From TreeBank to PropBank , In Proceedings of the 3rd International Conference on Language Resources and Evaluation (LREC-2002) , Las Palmas de Gran Canaria, Spain, 2002.

[ KPM02]
Paul Kingsbury, Martha Palmer, and Mitch Marcus, Adding Semantic Annotation to the Penn TreeBank . In Proceedings of the Human Language Technology Conference, San Diego CA, USA, 2002.

References about SRL systems

 Feel free to contact us at srlconll <at> lsi.upc.edu to let us know about SRL references not appearing in this section.
2005

<to be completed>

[ PHK+05] Pradhan, S., Hacioglu, K., Krugler, V., Ward, W., Martin, J., Jurafsky, D., " Support Vector Learning for Semantic Argument Classification ", To appear in Machine Learning journal, Special issue on Speech and Natural Language Processing, 2005.

2004

[ BMM+04] Adrian Bejan, Alessandro Moschitti, Paul Morărescu, Gabriel Nicolae and Sanda Harabagiu, Semantic Parsing Based on FrameNet. In Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, ACL 2004 workshop, Barcelona, Spain, 2004.

[ Hac04] Kadri Hacioglu, "Semantic Role Labeling using Dependency Trees", in Proceedings of COLING 2004, August 2004.

[ HPW+04] Hacioglu, K., Pradhan, S., Ward, W., Martin, J., Jurafsky, D., " Semantic Role Labeling by Tagging Syntactic Chunks ", in Proceedings of the Eighth Conference on Natural Language Learning (CONLL-2004), Boston, MA, May 6-7, 2004

[ NP04] Nielsen R., and Pradhan, S. " Mixing Weak Learners in Semantic Parsing ", In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP-2004), Barcelona, Spain, July 25-26, 2004

[ MB04] Alessandro Moschitti and Cosmin Adrian Bejan, A Semantic Kernel for Predicate Argument Classification . In proceedings of the Eighth Conference on Computational Natural Language Learning (CoNLL-2004), Boston, MA, USA, 2004.

[ Mos04] Alessandro Moschitti, A study on Convolution Kernel for Shallow Semantic Parsing . In proceedings of the 42-th Conference on Association for Computational Linguistic (ACL-2004), Barcelona , Spain , 2004.

[ PRYZ04] V. Punyakanok, D. Roth, W. Yih, and D. Zimak, Semantic Role Labeling via Integer Linear Programming Inference . Proc. the International Conference on Computational Linguistics (COLING),2004.

[ PSW+04] Pradhan, S., Sun, H., Ward, W., Martin, J., Jurafsky, D., " Parsing Arguments of Nominalizations in English and Chinese ", in Proceedings of the Human Language Technology Conference/North American chapter of the Association for Computational Linguistics annual meeting (HLT/NAACL-2004), Boston, MA, May 2-7, 2004

[ PWH+04] Pradhan, S., Ward, W., Hacioglu, K., Martin, J., Jurafsky, D., " Shallow Semantic Parsing using Support Vector Machines ", in Proceedings of the Human Language Technology Conference/North American chapter of the Association for Computational Linguistics annual meeting (HLT/NAACL-2004), Boston, MA, May 2-7, 2004

2003
[ CR03] John Chen and Owen Rambow, Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments . In Proceedings of EMNLP-2003, Sapporo, Japan, 2003.

[ DJC03] Simon Dennis, Dan Jurafsky and Dan Cer, Supervised and unsupervised models for propositional analysis . In NIPS 2003 Workshop on Syntax, Semantics and Statistics, Whistler, Canada, 2003.

[ FKH03] Michael Fleischman, Namhee Kwon, and Eduard Hovy, Maximum Entropy Models for FrameNet Classification . In Proceedings of EMNLP-2003 , Sapporo, Japan, 2003.

[ GH03] Daniel Gildea and Julia Hockenmaier, Identifying Semantic Roles Using Combinatory Categorial Grammar . In Proceedings of EMNLP-2003 , Sapporo, Japan, 2003.

[ HW03] Kadri Hacioglu and Wayne Ward, Target Word Detection and Semantic Role Chunking using Support Vector Machines . In Proceedings of HLT-NAACL 2003, Edmonton, Canada, 2003.

[ HPW+03] Kadri Hacioglu, Sameer Pradhan, Wayne Ward, James H. Martin, and Daniel Jurafsky. Shallow Semantic Parsing Using Support Vector Machines . Technical Report of the Center for Spoken Language Research at the University of Colorado, CSLR-2003-1.

[ OW03] Tom O'Hara and Janyce Wiebe, Preposition Semantic Classification via Treebank and FrameNet . In Proceedings of CoNLL-2003, Edmonton, Canada, 2003.

[ PHK+03] Sameer Pradhan, Kadri Hacioglu, Valerie Krugler, Wayne Ward, James H. Martin, and Daniel Jurafsky. Support Vector Learning for Semantic Argument Classification . Technical Report of the Center for Spoken Language Research at the University of Colorado, TR-CSLR-2003-03. To appear in Machine Learning journal in 2005.

[ PHW+03] Sameer Pradhan, Kadri Hacioglu, Wayne Ward, James H. Martin, and Daniel Jurafsky. Semantic Role Parsing: Adding Semantic Structure to Unstructured Text . In Proceedings of the International Conference on Data Mining (ICDM-2003) , Melbourne, USA, 2003.

[ TLM03] Cynthia A. Thompson, Roger Levy and Christopher D. Manning. A Generative Model for Semantic Role Labeling . In Proceedings of ECML'03 , Dubrovnik, Croatia, 2003.

[SHWA03] Mihai Surdeanu, Sanda Harabagiu, John Williams, and Paul Aarseth. Using Predicate-Argument Structures for Information Extraction . In Proceedings of ACL 2003 , Sapporo, Japan, 2003. 

2002

[ Gil02] Daniel Gildea. Probabilistic Models of Verb-Argument Structure . In Proceedings of COLING-2002, Taipei, Taiwan, 2002.

[ GJ02] Daniel Gildea and Daniel Jurafsky. Automatic Labeling of Semantic Roles . Computational Linguistics, 28(3):245-288, 2002.

[GP02 ] Daniel Gildea and Martha Palmer. The Necessity of Parsing for Predicate Argument Recognition . In Proceedings of ACL 2002, Philadelphia, USA, 2002.


References about used tools

PoS Tagging:
[ GM03] Jesús Giménez and Lluís Màrquez, Fast and Accurate Part-of-Speech Tagging: The SVM Approach Revisited , In Proceedings of RANLP-2003 , Borovets, Bulgaria, 2003. The tagger is available here .

Chunking and clausing:
[ CM03] Xavier Carreras and Lluís Màrquez. Phrase Recognition by Filtering and Ranking with Perceptrons . In Proceedings of RANLP-2003, Borovets, Bulgaria, 2003.

Named Entity Recognition:
[CN03 ] Hai Leong Chieu and Hwee Tou Ng. Named Entity Recognition with a Maximum Entropy Approach . In Proceedings of CoNLL-2003, Edmonton, Canada, 2003.

Parsing:
[Char00 ] Eugene Charniak. A Maximum-Entropy-Inspired Parser . In Proceedings of NAACL-2000. The parser is available here .
[Col 99] Michael Collins. Head-Driven Statistical Models for Natural Language Parsing . PhD Dissertation, University of Pennsylvania, 1999. The parser is available here.

Others:
[ Nor89] Eric W. Noreen. Computer-Intensive Methods for Testing Hypotheses. John Wiley & Sons, 1989.


Last update: September 7, 2005. Xavier Carreras, Lluís Màrquez.