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Stanford Word Segmenter 1.6.4

Company: Stanford NLP Group
Date Added: October 11, 2013  |  Visits: 173

Stanford Word Segmenter

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Chinese is standardly written without spaces between words (as are some other languages). This software will split Chinese text into a sequence of words, defined according to some word segmentation standard. It is a Java implementation of the CRF-based Chinese Word Segmenter described in:<br /><br /> Huihsin Tseng, Pichuan Chang, Galen Andrew, Daniel Jurafsky and Christopher Manning. "A Conditional Random Field Word Segmenter." In Fourth SIGHAN Workshop on Chinese Language Processing. 2005. <br /><br />As of March 9, 2012, the segmenter package also includes an Arabic model, produced by Spence Green.<br /><br />The system requires Java 1.6+ to be installed. For the current setting in the scripts files, 1G of memory is required. But with smaller files, you can change the option java -mx1g to smaller numbers. Two models with two different segmentation standards are included: Chinese Penn Treebank standard and Peking University standard.<br /><br />On May 21, 2008, we released a version that makes use of lexicon features. With external lexicon features, the segmenter segments more consistently and also achieves higher F measure when we train and test on the bakeoff data. This version is close to the CRF-Lex segmenter described in:<br /><br /> Pi-Chuan Chang, Michel Galley and Chris Manning. "Optimizing Chinese Word Segmentation for Machine Translation Performance." in ACL Third Workshop on Statistical Machine Translation, 2008.

Requirements: No special requirements
Platforms: Mac, Mac OSX
Keyword: Included Makes Models Peking Released Standards Treebank University Version
Users rating: 0/10

License: Freeware Size: 239.14 MB
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