2006 GeneratingTypedDepParsesFromPhraseStructParses

(de Marneffe et al., 2006) ⇒ Marie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning. (2006). “Generating Typed Dependency Parses from Phrase Structure Parses.” In: Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC 2006).

Subject Headings: Dependency Grammar,, Phrase Structure Grammar, Stanford Parser

Notes

It suggests that some NLP applications can benefit from having access to dependencies between words typed with grammatical relations because they provide information about predicate-argument structure which are not readily available from phrase structure parses.

Cited By

~315 http://scholar.google.com/scholar?cites=16430905715771734382

Quotes

Abstract

This paper describes a system for extracting typed dependency parses of English sentences from phrase structure parses. In order to capture inherent relations occurring in corpus texts that can be critical in real-world applications, many NP relations are included in the set of grammatical relations used. We provide a comparison of our system with Minipar and the Link parser. The typed dependency extraction facility described here is integrated in the Stanford Parser, available for download.

References

Joan Bresnan. (2001). Lexical-Functional Syntax. Blackwell, Oxford.
John Carroll, Guido Minnen, and Ted Briscoe. (1999). Corpus annotation for parser evaluation. In: Proceedings of the EACL workshop on Linguistically Interpreted Corpora (LINC).
Eugene Charniak. (2000). A maximum-entropy-inspired parser. In: Proceedings of NAACL-2000.
Noam Chomsky. (1981). Lectures on Government and Binding. Foris, Dordrecht.
Michael Collins. (1999). Head-Driven Statistical Models for Natural Language Parsing. Ph.D. thesis, University of Pennsylvania.
Marie-Catherine de Marneffe, Bill MacCartney, Trond Grenager, Daniel Cer, Anna Rafferty, and Christopher D. Manning. (2006). Learning to distinguish valid textual entailments. To appear in PASCAL RTE-2 Challenge workshop.
Tracy H. King, Richard Crouch, Stefan Riezler, Mary Dalrymple, and Ronald Kaplan. (2003). The PARC 700 dependency bank. In 4th International Workshop on Linguistically Interpreted Corpora (LINC-03).
Dan Klein and Christopher D. Manning. (2003). Accurate unlexicalized parsing. In: Proceedings of the 41st Meeting of the Association for Computational Linguistics.
Matthias T. Kromann. (2003). The Danish Dependency Treebank and the underlying linguistic theory. In Joakim Nivre and Erhard Hinrichs, editors, Proceedings of the Second Workshop on Treebanks and Linguistic Theories (TLT 2003). Vaxjo University Press.
Roger Levy and Galen Andrew. (2006). Tregex and Tsurgeon: tools for querying and manipulating tree data structures. In LREC (2006). http://wwwnlp.stanford.edu/software/tregex.shtml.
Dekang Lin. (1998). Dependency-based evaluation of MINIPAR. In Workshop on the Evaluation of Parsing Systems, Granada, Spain.
Philip H. Miller. (2000). Strong Generative Capacity: The Semantics of Linguistic Formalism. Number 46 in Lecture Notes. CSLI Publications, Stanford, CA.
Dan Moldovan, Christine Clark, Sanda M. Harabagiu, and Steve Maiorano. (2003). Cogex: A logic prover for question answering. In HLT-NAACL.
Rajat Raina, Andrew Y. Ng , and Christopher D. Manning. (2005). Robust textual inference via learning and abductive reasoning. In: Proceedings of AAAI (2005). AAAI Press.
Daniel D. Sleator and Davy Temperley. (1993). Parsing English with a link grammar. In Third International Workshop on Parsing Technologies.
Leonoor van der Beek, Gosse Bouma, and Robert Malouf and Gertjan van Noord. (2002). The Alpino Dependency Treebank. In Computational Linguistics in the Netherlands CLIN 2001.

,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2006 GeneratingTypedDepParsesFromPhraseStructParses	Christopher D. Manning Marie-Catherine de Marneffe Bill MacCartney			Generating Typed Dependency Parses from Phrase Structure Parses			http://nlp.stanford.edu/pubs/LREC06 dependencies.pdf