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EMNLP
2008
15 years 7 months ago
Better Binarization for the CKY Parsing
We present a study on how grammar binarization empirically affects the efficiency of the CKY parsing. We argue that binarizations affect parsing efficiency primarily by affecting ...
Xinying Song, Shilin Ding, Chin-Yew Lin
NAACL
2004
15 years 7 months ago
Speed and Accuracy in Shallow and Deep Stochastic Parsing
This paper reports some experiments that compare the accuracy and performance of two stochastic parsing systems. The currently popular Collins parser is a shallow parser whose out...
Ronald M. Kaplan, Stefan Riezler, Tracy H. King, J...
COLING
1992
15 years 7 months ago
Translation Ambiguity Resolution Based On Text Corpora Of Source And Target Languages
We propose a new method to resolve ambiguity in translation and meaning interpretation using linguistic statistics extracted from dual corpora of sourcu aud target languages in ad...
Shinichi Doi, Kazunori Muraki
ACL
2010
15 years 4 months ago
Automatic Generation of Story Highlights
In this paper we present a joint content selection and compression model for single-document summarization. The model operates over a phrase-based representation of the source doc...
Kristian Woodsend, Mirella Lapata
ACL
2009
15 years 4 months ago
Paraphrase Identification as Probabilistic Quasi-Synchronous Recognition
We present a novel approach to deciding whether two sentences hold a paraphrase relationship. We employ a generative model that generates a paraphrase of a given sentence, and we ...
Dipanjan Das, Noah A. Smith