| Adaptive gradient methods with dynamic bound of learning rate L Luo, Y Xiong, Y Liu, X Sun ICLR 2019, 2019 | 237 | 2019 |
| A large scale ranker-based system for search query spelling correction J Gao, X Li, D Micol, C Quirk, X Sun Proceedings of the 23rd International Conference on Computational …, 2010 | 105* | 2010 |
| Unpaired sentiment-to-sentiment translation: A cycled reinforcement learning approach J Xu, X Sun, Q Zeng, X Ren, X Zhang, H Wang, W Li ACL 2018, 2018 | 102 | 2018 |
| Fast online training with frequency-adaptive learning rates for chinese word segmentation and new word detection X Sun, H Wang, W Li Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 100 | 2012 |
| Diversity-promoting gan: A cross-entropy based generative adversarial network for diversified text generation J Xu, X Ren, J Lin, X Sun Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 95* | 2018 |
| Sgm: sequence generation model for multi-label classification P Yang, X Sun, W Li, S Ma, W Wu, H Wang COLING 2018 (with paper award), 2018 | 90 | 2018 |
| meprop: Sparsified back propagation for accelerated deep learning with reduced overfitting X Sun, X Ren, S Ma, H Wang ICML 2017, 2017 | 86 | 2017 |
| Global Encoding for Abstractive Summarization J Lin, X Sun, S Ma, Q Su ACL 2018, 2018 | 84 | 2018 |
| A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. H He, X Sun AAAI 2017, 3216-3222, 2017 | 82 | 2017 |
| Modeling latent-dynamic in shallow parsing: a latent conditional model with improved inference X Sun, LP Morency, D Okanohara, Y Tsuruoka, J Tsujii Proceedings of the 22nd International Conference on Computational …, 2008 | 74 | 2008 |
| Latent variable perceptron algorithm for structured classification X Sun, T Matsuzaki, D Okanohara, J Tsujii Proceedings of the 21st International Joint Conference on Artificial …, 2009 | 73 | 2009 |
| Structure regularization for structured prediction X Sun NIPS 2014, 2402-2410, 2014 | 69 | 2014 |
| F-score driven max margin neural network for named entity recognition in chinese social media H He, X Sun EACL 2017, 2016 | 62 | 2016 |
| Learning phrase-based spelling error models from clickthrough data X Sun, J Gao, D Micol, C Quirk Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010 | 61 | 2010 |
| Dependency-based gated recursive neural network for chinese word segmentation J Xu, X Sun Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 60 | 2016 |
| Large-scale personalized human activity recognition using online multitask learning X Sun, H Kashima, N Ueda IEEE Transactions on Knowledge and Data Engineering 25 (11), 2551-2563, 2012 | 57 | 2012 |
| A discriminative latent variable chinese segmenter with hybrid word/character information X Sun, Y Zhang, T Matsuzaki, Y Tsuruoka, J Tsujii Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009 | 57 | 2009 |
| Improving semantic relevance for sequence-to-sequence learning of chinese social media text summarization S Ma, X Sun, J Xu, H Wang, W Li, Q Su ACL 2017, 2017 | 51 | 2017 |
| A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation J Xu, Y Zhang, Q Zeng, X Ren, X Cai, X Sun EMNLP 2018 (arXiv preprint arXiv:1808.06945), 2018 | 50 | 2018 |
| A unified graph model for personalized query-oriented reference paper recommendation F Meng, D Gao, W Li, X Sun, Y Hou Proceedings of the 22nd ACM international conference on Information …, 2013 | 48 | 2013 |
Shuming MaMicrosoft Research AsiaVerified email at microsoft.com
