Concepedia

Fast and Robust Neural Network Joint Models for Statistical Machine Translation

Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz, John Makhoul

2014 · 489 citations · 27 references

Open access

Concepts

EngineeringMachine LearningJacob DevlinStatistical Machine TranslationTheoretical LinguisticsSpeech RecognitionNatural Language ProcessingApplied LinguisticsSyntaxComputational LinguisticsLanguage StudiesMachine TranslationComputer-assisted TranslationVolume 1Annual MeetingComputer ScienceNeural Machine TranslationLinguisticsComputational Semantics

Abstract

Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz, John Makhoul. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2014.

References

27

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A Systematic Comparison of Various Statistical Alignment Models

Franz Josef Och, Hermann Ney · Computational Linguistics · 2003 · 3.9K citations · Full text

Natural Language Processing, Computer-assisted Translation, Reference Alignment +15

On the difficulty of training Recurrent Neural Networks

Razvan Pascanu, Tomáš Mikolov, Yoshua Bengio · arXiv (Cornell University) · 2012 · 3.8K citations · Full text

Vanishing Gradients Problem, Geometric Learning, Engineering +16

Linguistic Regularities in Continuous Space Word Representations

Tomáš Mikolov, Wen-tau Yih, Geoffrey Zweig · 2013 · 2.9K citations