Pengfei Liu

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Huang XuanjingProfessor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Xipeng Qiu（邱锡鹏）Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Graham NeubigAssociate Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jinlan FuNational University of SingaporeVerified email at nus.edu.sg
Weizhe YuanCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Danqing WangFudan UniversityVerified email at fudan.edu.cn
Ming ZhongUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Qi Zhang (张奇)Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Xinchi ChenApplied Scientist at Amazon, Santa Clara, CA, USAVerified email at amazon.com
Zhengbao JiangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hiroaki HayashiSalesforce ResearchVerified email at salesforce.com
Yiran ChenFudan UniversityVerified email at fudan.edu.cn
Zi-Yi DouUniversity of California, Los AngelesVerified email at ucla.edu
Jifan ChenPh.D. Student at University of Texas at AustinVerified email at cs.utexas.edu
Yixin LiuYale UniversityVerified email at yale.edu
Yunfan ShaoFudan UniversityVerified email at fudan.edu.cn
Xiangyang XueProfessor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Zheng ZhangProfessor of Computer Science and Engineering, NYU ShanghaiVerified email at nyu.edu
Shuaichen ChangThe Ohio State UniversityVerified email at osu.edu
Jie FuBeijing Academy of Artificial IntelligenceVerified email at lisa.iro.umontreal.ca

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	1177	2016
Adversarial Multi-task Learning for Text Classification P Liu, X Qiu, X Huang ACL 2017, 2017	545	2017
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing P Liu, W Yuan, J Fu, Z Jiang, H Hayashi, G Neubig arXiv, 2021	332	2021
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	290	2015
Extractive Summarization as Text Matching M Zhong, P Liu, Y Chen, D Wang, X Qiu, X Huang ACL 2020, 2020	191	2020
Star-Transformer Q Guo, X Qiu, P Liu, Y Shao, X Xue, Z Zhang NAACL 2019, 2019	171	2019
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	148	2015
Heterogeneous Graph Neural Networks for Extractive Document Summarization D Wang, P Liu, Y Zheng, X Qiu, X Huang ACL 2020, 2020	131	2020
Learning context-sensitive word embeddings with neural tensor skip-gram model P Liu, X Qiu, X Huang Proceedings of the IJCAI 2015, 2015	116	2015
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	104	2019
Deep Multi-Task Learning with Shared Memory P Liu, X Qiu, X Huang EMNLP 2016, 2016	83	2016
GSum: A General Framework for Guided Neural Abstractive Summarization ZY Dou, P Liu, H Hayashi, Z Jiang, G Neubig NAACL 2021, 2021	79	2021
Meta multi-task learning for sequence modeling J Chen, X Qiu, P Liu, X Huang Thirty-Second AAAI Conference on Artificial Intelligence, 2018	78	2018
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	76	2016
Deep Fusion LSTMs for Text Semantic Matching P Liu, X Qiu, J Chen, X Huang Proceedings of ACL 2016, 2016	76	2016
Re-evaluating Evaluation in Text Summarization M Bhandari, P Gour, A Ashfaq, P Liu, G Neubig EMNLP 2020, 2020	55	2020
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation S Ruder, N Constant, J Botha, A Siddhant, O Firat, J Fu, P Liu, J Hu, ... arXiv 2021, https://arxiv.org/pdf/2104.07412.pdf, 2021	51	2021
BARTScore: Evaluating Generated Text as Text Generation W Yuan, G Neubig, P Liu NeurIPS, https://arxiv.org/pdf/2106.11520.pdf, 2021	50	2021
Modelling Interaction of Sentence Pair with coupled-LSTMs P Liu, X Qiu, X Huang EMNLP 2016, 2016	47	2016
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Y Liu, P Liu ACL 2021, 2021	45	2021

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