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» Bayesian Network, a Model for NLP

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EACL
2006
ACL Anthology

134views Natural Language Processing» more EACL 2006»

Bayesian Network, a Model for NLP?

13 years 6 months ago

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The NLP systems often have low performances because they rely on unreliable and heterogeneous knowledge. We show on the task of non-anaphoric it identification how to overcome the...

Davy Weissenbacher

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EMNLP
2006

190views Natural Language Processing» more EMNLP 2006»

Competitive generative models with structure learning for NLP classification tasks

13 years 6 months ago

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In this paper we show that generative models are competitive with and sometimes superior to discriminative models, when both kinds of models are allowed to learn structures that a...

Kristina Toutanova

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LREC
2010

190views Education» more LREC 2010»

Applying a Dynamic Bayesian Network Framework to Transliteration Identification

13 years 6 months ago

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Identification of transliterations is aimed at enriching multilingual lexicons and improving performance in various Natural Language Processing (NLP) applications including Cross ...

Peter Nabende

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WWW
2011
ACM

207views Internet Technology» more WWW 2011»

Web scale NLP: a case study on url word breaking

12 years 11 months ago

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This paper uses the URL word breaking task as an example to elaborate what we identify as crucialin designingstatistical natural language processing (NLP) algorithmsfor Web scale ...

Kuansan Wang, Christopher Thrasher, Bo-June Paul H...

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IJIS
2006

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Noisy-or classifier

13 years 4 months ago