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COLING
1994

98views Computational Linguistics» more COLING 1994»

A Corpus-Based Learning Technique for Building A Self-Extensible Parser

14 years 11 months ago

IIuman intervention and/or training corpora tagged with various kinds of information were often assumed in many natural language acquisition models. This assumption is a major sou...

Rey-Long Liu, Von-Wun Soo

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91

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AAAI
2011

194views Intelligent Agents» more AAAI 2011»

Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions

13 years 10 months ago

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Automated feature discovery is a fundamental problem in machine learning. Although classical feature discovery methods do not guarantee optimal solutions in general, it has been r...

Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong H...

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67

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COLING
1996

94views Computational Linguistics» more COLING 1996»

Learning Part-of-Speech Guessing Rules from Lexicon: Extension to Non-Concatenative Operations

14 years 11 months ago

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One of the problems in part-of-speech tagging of real-word texts is that of unknown to the lexicon words. In (Mikheev, 1996), a technique for fully unsupervised statistical acquis...

Andrei Mikheev

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92

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DSMML
2004
Springer

127views Machine Learning» more DSMML 2004»

Extensions of the Informative Vector Machine

15 years 3 months ago

Download www.cs.berkeley.edu

The informative vector machine (IVM) is a practical method for Gaussian process regression and classiﬁcation. The IVM produces a sparse approximation to a Gaussian process by com...

Neil D. Lawrence, John C. Platt, Michael I. Jordan

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39

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ATAL
2003
Springer

113views Intelligent Agents» more ATAL 2003»

Multi-agent learning in extensive games with complete information

15 years 3 months ago