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Distributed word representations are popularly used in many tasks in natural language processing.
The wacky wide web: A collection of very large linguistically processed web-crawled corpora
Marco Baroni, Silvia Bernardini, Adriano Ferraresi, and Eros Zanchetta. 2009 · 2009
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Cross-language text classification using structural correspondence learning
Peter Prettenhofer and Benno Stein. 2010 · 2010
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Efficient estimation of word representations in vector space
Tomás Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
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SemEval-2013 task 12: Multilingual word sense disambiguation
Roberto Navigli, David Jurgens, and Daniele Vannella. 2013 · 2013
Earlier work this paper cites.
GloVe: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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French word embeddings
Jean-Philippe Fauconnier. 2015 · 2015
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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2017 · 2017
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Enhanced LSTM for natural language inference
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, and Diana Inkpen. 2017 · 2017
Cited alongside, same era.
Xnli: Evaluating cross-lingual sentence representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
Cited alongside, same era.
Learning word vectors for 157 languages
Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, and Tomas Mikolov. 2018 · 2018
Cited alongside, same era.
Deep contextualized word representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Geometry and analogies: A study and propagation method for word representations
fairseq: A fast, extensible toolkit for sequence modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, and Michael Auli. 2019 · 2019
Later among the works it cites.
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
Loïc Vial, Benjamin Lecouteux, and Didier Schwab. 2019 · 2019
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Paws-x: A cross-lingual adversarial dataset for paraphrase identification
Yinfei Yang, Yuan Zhang, Chris Tar, and Jason Baldridge. 2019 · 2019
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FlauBERT: Unsupervised Language Model Pre-training for French
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoit Crabbe, Laurent Besacier, and Didier Schwab. 2020 · 2020
Later among the works it cites.
CamemBERT: a tasty French language model
Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Djamé Seddah, and Benoît Sagot. 2020 · 2020
Later among the works it cites.
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Sammy Khalife, Leo Liberti, and Michalis Vazirgiannis. 2019 · 2019
Cited alongside, same era.
Asynchronous pipelines for processing huge corpora on medium to low resource infrastructures
Pedro Javier Ortiz Suarez, Benoit Sagot, and Laurent Romary. 2019 · 2019
Cited alongside, same era.
Moussa Kamal Eddine, Antoine J. P. Tixier, and Michalis Vazirgiannis. 2021 · 2021
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