Xuezhe Ma

Cited by

	All	Since 2016
Citations	2787	2740
h-index	15	15
i10-index	20	19

960

480

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720

201420152016201720182019202020218 26 105 230 538 888 943 18

Co-authors

Eduard HovyCarnegie Mellon UniversityVerified email at cmu.edu
Zhengzhong LiuCarnegie Mellon UniversityVerified email at cs.cmu.edu
Zhiting HuPhD in MLD, Carnegie Mellon University; Assistant Professor at UC San DiegoVerified email at cs.cmu.edu
Graham NeubigAssociate Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Zhisong ZhangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Nanyun (Violet) PengAssistant Professor, UCLAVerified email at cs.ucla.edu
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
Chunting ZhouCarnegie Mellon UniversityVerified email at cs.cmu.edu
Kai-Wei ChangAssistant Professor, UCLAVerified email at kwchang.net
Junxian HeCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hai Zhao (赵海)Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
Jingzhou LiuCarnegie Mellon UniversityVerified email at cs.cmu.edu
Di WangWoobo Inc., Carnegie Mellon UniversityVerified email at cs.cmu.edu
Wasi Uddin AhmadPh.D. student, UCLAVerified email at ucla.edu
Fei XiaProfessor of Linguistics, University of WashingtonVerified email at uw.edu
Lianhui QinCSE, University of WashingtonVerified email at cs.washington.edu
Xiaodan LiangAssociate Professor, Sun Yat-sen UniversityVerified email at mail2.sysu.edu.cn
Tiancheng ZhaoSOCO.AI and Carnegie Mellon UniversityVerified email at soco.ai
Zichao YangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Zecong HuCarnegie Mellon UniversityVerified email at andrew.cmu.edu

Xuezhe Ma

Information Sciences Institute, University of Southern California

Verified email at usc.edu - Homepage

Natural Language Processing Machine Learning Deep Generative Models Dependency Parsing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF X Ma, E Hovy Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016	1732	2016
Harnessing Deep Neural Networks with Logic Rules Z Hu, X Ma, Z Liu, E Hovy, E Xing Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016	374	2016
Stack-Pointer Networks for Dependency Parsing X Ma, Z Hu, J Liu, N Peng, G Neubig, E Hovy Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	94	2018
Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization X Ma, F Xia Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014	66	2014
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow X Ma, C Zhou, X Li, G Neubig, E Hovy Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019	53	2019
Fourth-Order Dependency Parsing. X Ma, H Zhao Proceedings of the 24th International Conference on Computational …, 2012	51	2012
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing W Ahmad, Z Zhang, X Ma, E Hovy, KW Chang, N Peng Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	49*	2019
An Interpretable Knowledge Transfer Model for Knowledge Base Completion Q Xie, X Ma, Z Dai, E Hovy Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	49	2017
Texar: A modularized, versatile, and extensible toolkit for text generation Z Hu, H Shi, B Tan, W Wang, Z Yang, T Zhao, J He, L Qin, D Wang, X Ma, ... arXiv preprint arXiv:1809.00794, 2018	43*	2018
Automatic prosody prediction and detection with Conditional Random Field (CRF) models Y Qian, Z Wu, X Ma, F Soong 2010 7th International Symposium on Chinese Spoken Language Processing, 135-138, 2010	41	2010
Neural probabilistic model for non-projective MST parsing X Ma, E Hovy The 8th International Joint Conference on Natural Language Processing …, 2017	37	2017
Choosing transfer languages for cross-lingual learning YH Lin, CY Chen, J Lee, Z Li, Y Zhang, M Xia, S Rijhwani, J He, Z Zhang, ... arXiv preprint arXiv:1905.12688, 2019	36	2019
Dropout with Expectation-linear Regularization X Ma, Y Gao, Z Hu, Y Yu, Y Deng, E Hovy Proceedings of 5th International Conference on Learning Representations …, 2017	22	2017
Macow: Masked convolutional generative flow X Ma, X Kong, S Zhang, E Hovy arXiv preprint arXiv:1902.04208, 2019	19	2019
Density Matching for Bilingual Word Embedding C Zhou, X Ma, D Wang, G Neubig Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	16	2019
Unsupervised Ranking Model for Entity Coreference Resolution X Ma, Z Liu, E Hovy Proceedings of the 2016 Conference of the North American Chapter of the …, 2016	15	2016
MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders X Ma, C Zhou, E Hovy Proceedings of 7th International Conference on Learning Representations …, 2019	13	2019
Softmax q-distribution estimation for structured prediction: A theoretical interpretation for raml X Ma, P Yin, J Liu, G Neubig, E Hovy arXiv preprint arXiv:1705.07136, 2017	12	2017
CMU System for Entity Discovery and Linking at TAC-KBP 2015 N Fauceglia, YC Lin, X Ma, E Hovy Proceedings of Text Analytics Conference (TAC 2015)., 2015	12*	2015
Probabilistic Models for High-Order Projective Dependency Parsing X Ma, H Zhao Technical Report, 2012	10	2012

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