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Abstract: We describe a general approach to the probabilistic parsing of context-free grammars. The method integrates context-sensitive statistical knowledge of various types (e.g., syntactic and semantic) and can be trained incrementally from a bracketed corpus. We introduce a variant of the GHR contextfree recognition algorithm, and explain how to adapt it for efficient probabilistic parsing. On a real-world corpus of sentences from software testing documents, with 23 possible parses for a sentence of... (Update)
Context of citations to this paper: More
.... for the selection of parses for ambiguous inputs (Fujisaki et al. 1991) to guide the rule choice efficiently during parsing (Jones Eisner 1992); to compute island probabilities for non linear parsing (Corazza et al. 1991) In speech recognition, probabilistic context free...
.... pronoun that (That was pretty heart rending for her) and the complementizer that (I can t say that I m an expert on the region) (Jones Eisner, 1992; Jespersen, 1933; Berkenfield, 2000) In this paper we examine the role of the lemma in explaining these kinds of variation....
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BibTeX entry: (Update)
Jones, Mark A., & Jason M. Eisner. 1992. A probabilistic parser and its applications. In AAAI Workshop on Statistically-Based NLP Techniques, 20--27, San Jose, CA. http://citeseer.ist.psu.edu/mark92probabilistic.html More
@misc{ mark92probabilistic,
author = "J. Mark and A. Jason and M. Eisner",
title = "A probabilistic parser and its applications",
text = "Jones, Mark A., & Jason M. Eisner. 1992. A probabilistic parser and its
applications. In AAAI Workshop on Statistically-Based NLP Techniques, 20--27,
San Jose, CA.",
year = "1992",
url = "citeseer.ist.psu.edu/mark92probabilistic.html" }
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192 An Efficient Context-Free Parsing Algorithm (context) - Earley - 1970
134 A Program for Aligning Sentences in Bilingual Corpora - Gale, Church - 1991
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27 An Improved Context-Free Recognizer (context) - Graham, Harrison et al. - 1980
26 Two Languages Are More Informative Than One - Dagan, Itai et al. - 1991
19 Courant Institute of Mathematical Sciences (context) - Cocke, Schwartz - 1970
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4 KITSS - A Functional Software Testing System Using a Hybrid .. (context) - Nonnenmann, Eddy - 1992
4 A Probabilistic Parser Applied to Software Testing Documents - Jones, Eisner - 1992
2 Using Multiple Knowledge Sources in a Bayesian OCR Post-Proc.. (context) - Jones, Story et al. - 1991
2 Do Listeners Compute Linguistic Representations (context) - Tanenhaus, Carlson et al. - 1985
2 Probabilistic Prediction and Picky Chart Parsing (context) - Magerman, Weir - 1992
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