Representation learning for text-level discourse parsing

52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference

Volumn 1, Issue , 2014, Pages 13-24

  Ji, Yangfeng ^a   Eisenstein, Jacob ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MACHINERY; SEMANTICS;

DISCOURSE PARSERS; DISCOURSE PARSING; LARGE MARGINS; LEARNING APPROACH; NUCLEARITY; STATE OF THE ART; STRUCTURED PREDICTION; SURFACE FEATURE;

COMPUTATIONAL LINGUISTICS;

EID: 84906929968     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/p14-1002     Document Type: Conference Paper

References (56)

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34. Jeff Mitchell and Mirella Lapata. 2010. Composition in distributional models of semantics. Cognitive Science, 34(8):1388-1429.
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36. Anil Kumar Nelakanti, Cedric Archambeau, Julien Mairal, Francis Bach, and Guillaume Bouchard. 2013. Structured Penalties for Log-Linear Language Models. In EMNLP, pages 233-243, Seattle, Washington, USA, October. Association for Computational Linguistics.
37. Joakim Nivre, Johan Hall, Jens Nilsson, Atanas Chanev, Gülsen Eryigit, Sandra Kübler, Svetoslav Marinov, and Erwin Marsi. 2007. MaltParser: A language-independent system for data-driven dependency parsing. Natural Language Engineering, 13(2):95-135.
38. Rashmi Prasad, Nikhil Dinesh, Alan Lee, Eleni Miltsakaki, Livio Robaldo, Aravind Joshi, and Bonnie Webber. 2008. The penn discourse treebank 2.0. In LREC.
39. Rashmi Prasad, Aravind Joshi, and Bonnie Webber. 2010. Realization of discourse relations by other means: alternative lexicalizations. In Proceedings of the 23rd International Conference on Computational Linguistics: Posters, pages 1023-1031. Association for Computational Linguistics.
40. Kenji Sagae. 2009. Analysis of Discourse Structure with Syntactic Dependencies and Data-Driven Shift- Reduce Parsing. In Proceedings of the 11th International Conference on Parsing Technologies (IWPT), pages 81-84, Paris, France, October. Association for Computational Linguistics.
41. Frank Schilder. 2002. Robust discourse parsing via discourse markers, topicality and position. Natural Language Engineering, 8(3):235-255.
42. Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, and Christopher D. Manning. 2011. Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. In NIPS.
43. Richard Socher, Brody Huval, Christopher D. Manning, and Andrew Y. Ng. 2012. Semantic Compositionality Through Recursive Matrix-Vector Spaces. In EMNLP.
44. Richard Socher, Alex Perelygin, Jean Y Wu, Jason Chuang, Christopher D Manning, Andrew Y Ng, and Christopher Potts. 2013. Recursive deep models for semantic compositionality over a sentiment treebank. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
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46. Radu Soricut and Daniel Marcu. 2003. Sentence Level Discourse Parsing using Syntactic and Lexical Information. In NAACL.
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51. Joseph Turian, Lev Ratinov, and Yoshua Bengio. 2010. Word Representation: A Simple and General Method for Semi-Supervised Learning. In Proceedings of ACL, pages 384-394.
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