| Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups G Hinton, L Deng, D Yu, GE Dahl, A Mohamed, N Jaitly, A Senior, ... IEEE Signal processing magazine 29 (6), 82-97, 2012 | 14058 | 2012 |
| Deep learning: methods and applications L Deng, D Yu Foundations and Trends in Signal Processing, 2014 | 6194 | 2014 |
| The mnist database of handwritten digit images for machine learning research [best of the web] L Deng IEEE signal processing magazine 29 (6), 141-142, 2012 | 5774 | 2012 |
| Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition GE Dahl, D Yu, L Deng, A Acero IEEE Transactions on audio, speech, and language processing 20 (1), 30-42, 2011 | 4054 | 2011 |
| Embedding entities and relations for learning and inference in knowledge bases B Yang, W Yih, X He, J Gao, L Deng arXiv preprint arXiv:1412.6575, 2014 | 3957 | 2014 |
| Convolutional neural networks for speech recognition O Abdel-Hamid, A Mohamed, H Jiang, L Deng, G Penn, D Yu IEEE/ACM Transactions on audio, speech, and language processing 22 (10 …, 2014 | 2937 | 2014 |
| Learning deep structured semantic models for web search using clickthrough data PS Huang, X He, J Gao, L Deng, A Acero, L Heck Proceedings of the 22nd ACM international conference on Information …, 2013 | 2403 | 2013 |
| Stacked attention networks for image question answering Z Yang, X He, J Gao, L Deng, A Smola Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 2336 | 2016 |
| Automatic Speech Recognition - A Deep Learning Approach D Yu, L Deng Springer, London, 2015 | 1702* | 2015 |
| From captions to visual concepts and back H Fang, S Gupta, F Iandola, RK Srivastava, L Deng, P Dollár, J Gao, X He, ... Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 1679 | 2015 |
| MS MARCO: A human generated machine reading comprehension dataset T Nguyen arXiv preprint arXiv:1611.09268, 2016 | 1664 | 2016 |
| New types of deep neural network learning for speech recognition and related applications: An overview L Deng, G Hinton, B Kingsbury 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 1640 | 2013 |
| Recent advances in deep learning for speech research at Microsoft L Deng, J Li, JT Huang, K Yao, D Yu, F Seide, M Seltzer, G Zweig, X He, ... 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 1063 | 2013 |
| Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 694-707, 2016 | 1061 | 2016 |
| A tutorial survey of architectures, algorithms, and applications for deep learning L Deng APSIPA Transactions on Signal and Information Processing 3, 2014 | 996 | 2014 |
| A latent semantic model with convolutional-pooling structure for information retrieval Y Shen, X He, J Gao, L Deng, G Mesnil Proceedings of the 23rd ACM international conference on conference on …, 2014 | 871 | 2014 |
| Learning semantic representations using convolutional neural networks for web search Y Shen, X He, J Gao, L Deng, G Mesnil Proceedings of the 23rd international conference on world wide web, 373-374, 2014 | 864 | 2014 |
| Deep learning in natural language processing L Deng Springer, 2018 | 829* | 2018 |
| Ms marco: A human generated machine reading comprehension dataset P Bajaj, D Campos, N Craswell, L Deng, J Gao, X Liu, R Majumder, ... arXiv preprint arXiv:1611.09268, 2016 | 790 | 2016 |
| Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers JT Huang, J Li, D Yu, L Deng, Y Gong 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 789 | 2013 |
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