Morphological disambiguation of Hebrew: a case study in classifier combination
2012 ◽
Vol 20
(1)
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pp. 69-97
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Keyword(s):
AbstractMorphological 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.
2012 ◽
Vol 45
(5)
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pp. 825-826
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Keyword(s):
2011 ◽
pp. 16-37
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Keyword(s):
Keyword(s):
2020 ◽
Vol 20
(S11)
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2021 ◽
pp. 86-98