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Machine learning / Estimation theory / Corpus linguistics / Markov models / Bioinformatics / Mixture model / Expectation–maximization algorithm / Part-of-speech tagging / Stochastic context-free grammar / Statistics / Probability and statistics / Natural language processing


Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance Shay B. Cohen Dipanjan Das Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University
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Document Date: 2011-06-21 13:09:56

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File Size: 223,01 KB

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Penn Treebank / Prague Dependency Treebank / /

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Facility

Computer Science Carnegie Mellon University / building NLP / /

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estimation algorithms / forward-backward algorithm / log-likelihood optimization algorithms / inside-outside algorithm / /

Organization

Non-Parallel Multilingual Guidance Shay B. Cohen Dipanjan Das Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University Pittsburgh / U.S. Army Research Office / National Science Foundation / /

Person

Ryan McDonald / Slav Petrov / N OUN / V / Recently Berg-Kirkpatrick / Noah A. Smith / Shay B. Cohen Dipanjan Das Noah / /

Position

RT / transition log-linear model / /

Product

Pentax K-x Digital Camera / Eq / /

Technology

LAN / using algorithms / inside-outside algorithm / log-likelihood optimization algorithms / estimation algorithms / Non-Parallel Multilingual Guidance Shay B. Cohen Dipanjan Das Noah A. Smith Language Technologies / forward-backward algorithm / /

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