Computational Linguistics Publications

Publications in Computational Linguistics

Explore the most influential research papers and scholarly works that have shaped Computational Linguistics. Use the concept filter below to focus on a specific sub-area of research.

Computational Linguistics

96.4K

Publications

6.5M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Glove: Global Vectors for Word Representation Jeffrey Pennington, Richard Socher, Christopher D. Manning EngineeringMachine LearningVector SpaceCorpus LinguisticsText Mining	2014	33.2K
Latent dirichlet allocation David M. Blei, Andrew Y. Ng, Michael I. Jordan Journal of Machine Learning Research Latent Dirichlet AllocationEngineeringCorpus LinguisticsAutomatic SummarizationText Mining	2003	26.9K
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre, EngineeringMachine LearningRecurrent Neural NetworkLanguage ProcessingText Mining	2014	23.7K
BLEU Kishore Papineni, Salim Roukos, Todd J. Ward, Natural Language ProcessingComputer-assisted TranslationEngineeringCorpus LinguisticsHuman Evaluation	2001	20.9K
Distributed Representations of Words and Phrases and their Compositionality Tomáš Mikolov, Ilya Sutskever, Kai Chen, arXiv (Cornell University) EngineeringMachine LearningAir CanadaMultilingual PretrainingCorpus Linguistics	2013	18.1K
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov, Kai Chen, Greg S. Corrado arXiv (Cornell University) EngineeringMachine LearningVector SpaceLarge Language ModelCorpus Linguistics	2013	18.1K
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau arXiv (Cornell University) Natural Language ProcessingComputer-assisted TranslationStructured PredictionSequence ModellingEngineering	2014	14.6K
WordNet George A. Miller Communications of the ACM Natural Language ProcessingMeaningful WordsEngineeringLexical ResourceMeaningful Sentences	1995	14K
Convolutional Neural Networks for Sentence Classification Yoon Kim Natural Language ProcessingLlm Fine-tuningNatural LanguageEngineeringCorpus Linguistics	2014	13.5K
Sequence to Sequence Learning with Neural Networks Ilya Sutskever, Oriol Vinyals, Quoc V. Le arXiv (Cornell University) Structured PredictionEngineeringMachine LearningSequential LearningSmt System	2014	13.3K
The concept of a linguistic variable and its application to approximate reasoning-III L. A. Zadeh Information Sciences Applied LinguisticsFormal SemanticsCognitive LinguisticsCognitive ScienceSyntax	1975	12.2K
WordNet: An Electronic Lexical Database Adam Kilgarriff, Christiane Fellbaum Language Natural Language ProcessingSemantic SimilarityWordnet Lexical DatabasePart 1Engineering	2000	11.7K

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