| Imagenet: A large-scale hierarchical image database J Deng, W Dong, R Socher, LJ Li, K Li, L Fei-Fei 2009 IEEE conference on computer vision and pattern recognition, 248-255, 2009 | 77198 | 2009 |
| Glove: Global vectors for word representation J Pennington, R Socher, CD Manning Proceedings of the 2014 conference on empirical methods in natural language …, 2014 | 43625 | 2014 |
| Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank R Socher, A Perelygin, JY Wu, J Chuang, CD Manning, AY Ng, CP Potts EMNLP, 2013 | 9656 | 2013 |
| Improved semantic representations from tree-structured long short-term memory networks KS Tai, R Socher, CD Manning arXiv preprint arXiv:1503.00075, 2015 | 4148 | 2015 |
| Reasoning with neural tensor networks for knowledge base completion R Socher, D Chen, CD Manning, A Ng Advances in neural information processing systems 26, 2013 | 2511 | 2013 |
| Pointer sentinel mixture models S Merity, C Xiong, J Bradbury, R Socher arXiv preprint arXiv:1609.07843, 2016 | 2416 | 2016 |
| A deep reinforced model for abstractive summarization P Romain, X Caiming, S Richard International Conference on Learning Representations, 2018 | 1990* | 2018 |
| Parsing natural scenes and natural language with recursive neural networks R Socher, CCY Lin, AY Ng, CD Manning | 1890 | 2011 |
| Knowing when to look: Adaptive attention via a visual sentinel for image captioning J Lu, C Xiong, D Parikh, R Socher Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 1879 | 2017 |
| Semantic compositionality through recursive matrix-vector spaces R Socher, B Huval, CD Manning, AY Ng Proceedings of the 2012 joint conference on empirical methods in natural …, 2012 | 1824 | 2012 |
| Zero-shot learning through cross-modal transfer R Socher, M Ganjoo, CD Manning, A Ng Advances in neural information processing systems 26, 2013 | 1788 | 2013 |
| Semi-supervised recursive autoencoders for predicting sentiment distributions R Socher, J Pennington, EH Huang, AY Ng, CD Manning Proceedings of the 2011 conference on empirical methods in natural language …, 2011 | 1767 | 2011 |
| Improving word representations via global context and multiple word prototypes EH Huang, R Socher, CD Manning, AY Ng Proceedings of the 50th annual meeting of the association for computational …, 2012 | 1642 | 2012 |
| Ask me anything: Dynamic memory networks for natural language processing A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ... arXiv preprint arXiv:1506.07285, 2015 | 1580 | 2015 |
| Regularizing and optimizing LSTM language models S Merity, NS Keskar, R Socher arXiv preprint arXiv:1708.02182, 2017 | 1361 | 2017 |
| Ctrl: A conditional transformer language model for controllable generation NS Keskar, B McCann, LR Varshney, C Xiong, R Socher arXiv preprint arXiv:1909.05858, 2019 | 1301 | 2019 |
| Learned in translation: Contextualized word vectors B McCann, J Bradbury, C Xiong, R Socher Advances in neural information processing systems 30, 2017 | 1289 | 2017 |
| Parsing with compositional vector grammars R Socher, J Bauer, CD Manning, AY Ng Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 1235 | 2013 |
| Seq2sql: Generating structured queries from natural language using reinforcement learning V Zhong, C Xiong, R Socher arXiv preprint arXiv:1709.00103, 2017 | 1204 | 2017 |
| Dynamic pooling and unfolding recursive autoencoders for paraphrase detection R Socher, E Huang, J Pennin, CD Manning, A Ng Advances in neural information processing systems 24, 2011 | 1172 | 2011 |
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