2018 · 934 citations · 43 references
ComputingComputer ScienceLinguisticsComputational LinguisticsNatural Language ProcessingLanguage ModelingMultilingual Natural Language ProcessingSyntactic AnalysisWord EmbeddingsCross-lingual Language ModelingCross-lingual Representation LearningCross-lingual Text ClassificationCross-lingual Transfer LearningCross-lingual Word EmbeddingsCross-linguistic Sentence ParsingCross-linguistic Sentence ProcessingUniversal Sentence Representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, Veselin Stoyanov. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018.
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Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations
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