Pengfei Liu

Cited by

	All	Since 2016
Citations	2026	2011
h-index	15	15
i10-index	18	18

760

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570

20152016201720182019202020219 75 174 381 550 748 76

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Xipeng Qiu（邱锡鹏）Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Huang XuanjingProfessor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Danqing WangFudan UniversityVerified email at fudan.edu.cn
Ming ZhongFudan UniversityVerified email at fudan.edu.cn
Jifan ChenPh.D. Student at University of Texas at AustinVerified email at cs.utexas.edu
Qi Zhang (张奇)Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Yunfan ShaoFudan UniversityVerified email at fudan.edu.cn
Xiangyang XueProfessor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Jie FuMila, Université de MontréalVerified email at lisa.iro.umontreal.ca
Junkun ChenPh.D. Student at Oregon State UniversityVerified email at oregonstate.edu
Jinlan FuFudan UniversityVerified email at fudan.edu.cn
Yiran ChenFudan UniversityVerified email at fudan.edu.cn
Graham NeubigAssociate Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Shuaichen ChangThe Ohio State UniversityVerified email at osu.edu
Yue DongMila, McGill UniversityVerified email at mail.mcgill.ca
Jackie Chi Kit CheungMcGill UniversityVerified email at cs.mcgill.ca
Dayiheng Liu (刘大一恒)Sichuan UniversityVerified email at stu.scu.edu.cn
Tianxiang Sun (孙天祥)Fudan UniversityVerified email at fudan.edu.cn
Zi-Yi DouCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Manik BhandariCarnegie Mellon UniversityVerified email at cs.cmu.edu

Pengfei Liu

Carnegie Mellon University

Verified email at andrew.cmu.edu - Homepage

Natural Language Processing Text Summarization Diagnosis for NLP Models Multi-task/Transfer Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Recurrent Neural Network for Text Classification with Multi-Task Learning P Liu, X Qiu, X Huang IJCAI 2016, 2016	638	2016
Adversarial Multi-task Learning for Text Classification P Liu, X Qiu, X Huang ACL 2017, 2017	358	2017
Long short-term memory neural networks for chinese word segmentation X Chen, X Qiu, C Zhu, P Liu, XJ Huang Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015	230	2015
Multi-timescale long short-term memory neural network for modelling sentences and documents P Liu, X Qiu, X Chen, S Wu, XJ Huang Proceedings of the 2015 conference on empirical methods in natural language …, 2015	110	2015
Learning context-sensitive word embeddings with neural tensor skip-gram model P Liu, X Qiu, X Huang Proceedings of the IJCAI 2015, 2015	103	2015
Star-Transformer Q Guo, X Qiu, P Liu, Y Shao, X Xue, Z Zhang NAACL 2019, 2019	78*	2019
Deep Fusion LSTMs for Text Semantic Matching P Liu, X Qiu, J Chen, X Huang Proceedings of ACL 2016, 2016	65	2016
Deep Multi-Task Learning with Shared Memory P Liu, X Qiu, X Huang EMNLP 2016, 2016	64	2016
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network J Chen, Q Zhang, P Liu, X Qiu, X Huang ACL 2016, 2016	60	2016
Meta multi-task learning for sequence modeling J Chen, X Qiu, P Liu, X Huang Thirty-Second AAAI Conference on Artificial Intelligence, 2018	41	2018
Modelling Interaction of Sentence Pair with coupled-LSTMs P Liu, X Qiu, X Huang EMNLP 2016, 2016	41	2016
Searching for Effective Neural Extractive Summarization: What Works and What's Next M Zhong, P Liu, D Wang, X Qiu, X Huang ACL 2019, 2019	37	2019
Extractive Summarization as Text Matching M Zhong, P Liu, Y Chen, D Wang, X Qiu, X Huang ACL 2020, 2020	31	2020
Dynamic Compositional Neural Networks over Tree Structure P Liu, X Qiu, X Huang IJCAI, 2017	28	2017
Heterogeneous Graph Neural Networks for Extractive Document Summarization D Wang, P Liu, Y Zheng, X Qiu, X Huang ACL 2020, 2020	23	2020
Contextualized non-local neural networks for sequence learning P Liu, S Chang, X Huang, J Tang, JCK Cheung Proceedings of the AAAI Conference on Artificial Intelligence 33, 6762-6769, 2019	15	2019
TIGS: An Inference Algorithm for Text Infilling with Gradient Search D Liu, J Fu, P Liu, J Lv ACL 2019, 2019	11	2019
Idiom-Aware Compositional Distributed Semantics P Liu, K Qian, X Qiu, X Huang EMNLP, 2017	10	2017
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study J Fu, P Liu, Q Zhang, X Huang AAAI 2020, 2020	9	2020
Learning Sparse Sharing Architectures for Multiple Tasks T Sun, Y Shao, X Li, P Liu, H Yan, X Qiu, X Huang AAAI 2020, 2019	8	2019

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