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City Los Angeles / / Company Neural Information Processing Systems / mod- 456 Human Language Technologies / Prague Dependency Treebank / Ryan McDonald Keith Hall Gideon Mann Google Inc. / / / IndustryTerm parameterized learning algorithm / perceptron algorithm / analogous algorithms / voted perceptron algorithm / machine learning algorithms / non-projective parsing algorithm / Online learning / stochastic gradient descent algorithms / asynchronous algorithms / asynchronous distributed online learning / dot product / iterative parameter mixing algorithm / averaged perceptron algorithm / online updates / passive-aggressive algorithms / cluster computing environment / cluster computing / passive aggressive algorithms / approximate dependency parsing algorithms / multi-core computing / large computing clusters / data processing / parallel computing frameworks / beam-search / coordinate descent algorithms / natural language processing community / Online large-margin training / batch learning algorithms / natural language processing / structured percetron algorithm / batch training algorithms / online learning algorithm / distributed online passive aggressive learning / search space / asynchronous deterministic and stochastic gradient optimization algorithms / online learners / learning algorithm / learning algorithms / approximate parsing algorithm / Web-scale named entity recognition / using beam-search / / Organization European Chapter / North American Chapter of the ACL / Association for Computational Linguistics / / Person Mark Dredze / Fernando Periera / / Position Dean / Singer / straight-forward / probabilistic model for information storage / official development set / / Product CoNLL-X / / ProvinceOrState California / New York / / PublishedMedium Computational Linguistics / Machine Learning / Psychological Review / The Journal of Machine Learning Research / / Technology coordinate descent algorithms / machine learning algorithms / approximate parsing algorithm / underlying algorithm / machine translation / distributed algorithms / approximate dependency parsing algorithms / stochastic gradient descent algorithms / batch learning algorithms / batch training algorithms / structured percetron algorithm / Machine Learning / iterative parameter mixing algorithm / Operating System / voted perceptron algorithm / shared memory / asynchronous algorithms / learning algorithm / natural language processing / Knowledge Management / Distributed asynchronous deterministic and stochastic gradient optimization algorithms / online learning algorithm / parameterized learning algorithm / Online passive-aggressive algorithms / perceptron algorithm / non-projective parsing algorithm / online learning algorithms / averaged perceptron algorithm / passive aggressive algorithms / / SocialTag 
Distributed Training Strategies for the Structured Perceptron Ryan McDonald Keith Hall Gideon Mann Google, Inc., New York / Zurich {ryanmcd|kbhall|gmann}@google.com