International Journal of Approximate Reasoning · 2018 · 86 citations · 31 references
Natural Language ProcessingAspect-based Sentiment AnalysisEngineeringCross-lingual RepresentationMultiple Word EmbeddingsComputational LinguisticsOne-hot Character VectorsSentiment AnalysisNlp TaskLanguage StudiesMultimodal Sentiment AnalysisDistributional SemanticsContent AnalysisLinguisticsText MiningWord Embeddings
31
Glove: Global Vectors for Word Representation
Jeffrey Pennington, Richard Socher, Christopher D. Manning · 2014 · 33.2K citations
Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot, Yoshua Bengio · 2010 · 12.6K citations
Proceedings of the 24th international conference on Machine learning
2007 · 11.7K citations
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov, Kai Chen, Greg S. Corrado et al. · arXiv (Cornell University) · 2013 · 11.7K citations · Full text
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Léon Bottou et al. · arXiv (Cornell University) · 2011 · 5.2K citations · Full text