Unsupervised Learning in Natural Language Processing


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W99-09
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1999
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WS
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Unsupervised Learning in Natural Language Processing

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Hiding a Semantic Hierarchy in a Markov Model
Steven Abney | Marc Light

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The applications of unsupervised learning to Japanese grapheme-phoneme alignment
Timothy Baldwin | Hozumi Tanaka

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Dual Distributional Verb Sense Disambiguation with Small Corpora and Machine Readable Dictionaries
Jeong-Mi Cho | Jungyun Seo | Gil Chang Kim

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Unsupervised learning of derivational morphology from inflectional lexicons
Eric Gaussier

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Resolving Translation Ambiguity using Non-parallel Bilingual Corpora
Genichiro Kikui

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A Computational Approach to Deciphering Unknown Scripts
Kevin Knight | Kenji Yamada

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Detecting Sub-Topic Correspondence through Bipartite Term Clustering
Zvika Marx | Ido Dagan | Eli Shamir

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Text Classification by Bootstrapping with Keywords, EM and Shrinkage
Andrew McCallum | Kamal Nigam

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Unsupervised Lexical Learning with Categorial Grammars
Stephen Watkinson | Suresh Manandhar