Natural Language Engineering
نویسندگان
چکیده
Morphological analysis and disambiguation are crucial stages in a variety of natural language processing applications, especially when languages with complex morphology are concerned. We present a system which disambiguates the output of a morphological analyzer for Hebrew. It consists of several simple classifiers and a module that combines them under the constraints imposed by the analyzer. We explore several approaches to classifier combination, as well as a back-off mechanism that relies on a large unannotated corpus. Our best result, around 83 percent accuracy, compares favorably with the state of the art on this task.
منابع مشابه
An approach to program understanding by natural language understanding
Published in Natural Language Engineering, Cambridge University Press, Vol. 5, Issue 1, pp.1-18, 1999 (Copyright Cambridge University Press, 1999) An Approach to Program Understanding by Natural Language Understanding Letha H. Etzkorn, Lisa L. Bowen, Carl G. Davis Computer Science Department The University of Alabama in Huntsville Huntsville, AL 35899 [email protected], [email protected], cda...
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