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1
Knowledge-Rich Morphological Priors for Bayesian Language Models ...
Abstract: We present a morphology-aware nonparametric Bayesian model of language whose prior distribution uses manually constructed finitestate transducers to capture the word formation processes of particular languages. This relaxes the word independence assumption and enables sharing of statistical strength across, for example, stems or inflectional paradigms in different contexts. Our model can be used in virtually any scenario where multinomial distributions over words would be used. We obtain state-of-the-art results in language modeling, word alignment, and unsupervised morphological disambiguation for a variety of morphologically rich languages. ...
Keyword: 89999 Information and Computing Sciences not elsewhere classified; FOS Computer and information sciences
URL: https://dx.doi.org/10.1184/r1/6473465.v1
https://figshare.com/articles/Knowledge-Rich_Morphological_Priors_for_Bayesian_Language_Models/6473465/1
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2
Narrative framing of consumer sentiment in online restaurant reviews ...
Jurafsky, Dan; Chahuneau, Victor; Routledge, Bryan R. - : Carnegie Mellon University, 2014
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3
Narrative framing of consumer sentiment in online restaurant reviews ...
Jurafsky, Dan; Chahuneau, Victor; Routledge, Bryan R. - : Carnegie Mellon University, 2014
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4
Narrative framing of consumer sentiment in online restaurant reviews
In: First Monday; Volume 19, Number 4 - 7 April 2014 ; 1396-0466 (2014)
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5
Morphogen: Translation into Morphologically Rich Languages with Synthetic Phrases
In: The Prague bulletin of mathematical linguistics. - Praha : Univ. (2013) 100, 51-62
OLC Linguistik
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6
morphogen: Translation into Morphologically Rich Languages with Synthetic Phrases
In: DTIC (2013)
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7
pycdec: a Python interface to cdec
In: The Prague bulletin of mathematical linguistics. - Praha : Univ. (2012) 98, 51-61
BLLDB
OLC Linguistik
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8
pycdec: A Python Interface to cdec ...
Chahuneau, Victor; Smith, Noah A.; Dyer, Chris. - : Carnegie Mellon University, 2012
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9
pycdec: A Python Interface to cdec ...
Chahuneau, Victor; Smith, Noah A.; Dyer, Chris. - : Carnegie Mellon University, 2012
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