Pengfei Liu

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Xipeng Qiu（邱锡鹏）Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Huang Xuanjing (黄萱菁)Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
Jinlan FuNational University of SingaporeVerified email at nus.edu.sg
Weizhe YuanNew York UniversityVerified email at nyu.edu
Yixin LiuYale UniversityVerified email at yale.edu
Zhengbao JiangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Danqing WangCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Ming ZhongUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
Hiroaki HayashiSalesforce ResearchVerified email at salesforce.com
Ethan ChernCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Chunting ZhouFacebook AI ResearchVerified email at meta.com
Qi Zhang (张奇)Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Qipeng GuoFudan UniversityVerified email at fudan.edu.cn
Zi-Yi DouUniversity of California, Los AngelesVerified email at cs.ucla.edu
Yiran ChenFudan UniversityVerified email at fudan.edu.cn
Yuning MaoGenAI, MetaVerified email at fb.com
Shichao SunAmazon Web ServicesVerified email at amazon.com
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerified email at nus.edu.sg
Dragomir RadevProfessor, Computer Science, Yale UniversityVerified email at yale.edu

Pengfei Liu

Associate professor at Shanghai Jiao Tong University

Verified email at andrew.cmu.edu - Homepage

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


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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 ACM Computing Surveys, 2022	4533	2022
Recurrent Neural Network for Text Classification with Multi-Task Learning P Liu, X Qiu, X Huang IJCAI 2016, 2016	1955	2016
Lima: Less is more for alignment C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ... arXiv preprint arXiv:2305.11206, 2023	777	2023
Adversarial Multi-task Learning for Text Classification P Liu, X Qiu, X Huang ACL 2017, 2017	766	2017
BARTScore: Evaluating Generated Text as Text Generation W Yuan, G Neubig, P Liu NeurIPS, https://arxiv.org/pdf/2106.11520.pdf, 2021	723	2021
PAL: Program-aided Language Models L Gao, A Madaan, S Zhou, U Alon, P Liu, Y Yang, J Callan, G Neubig arXiv preprint arXiv:2211.10435, 2022	628	2022
Extractive Summarization as Text Matching M Zhong, P Liu, Y Chen, D Wang, X Qiu, X Huang ACL 2020, 2020	543	2020
GPTScore: Evaluate as You Desire J Fu, SK Ng, Z Jiang, P Liu arXiv preprint arXiv:2302.04166, 2023	386	2023
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	358	2015
Star-Transformer Q Guo, X Qiu, P Liu, Y Shao, X Xue, Z Zhang NAACL 2019, 2019	341	2019
Heterogeneous Graph Neural Networks for Extractive Document Summarization D Wang, P Liu, Y Zheng, X Qiu, X Huang ACL 2020, 2020	339	2020
BRIO: Bringing Order to Abstractive Summarization Y Liu, P Liu, D Radev, G Neubig ACL 2022, 2022	283	2022
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Y Liu, P Liu ACL 2021, 2021	266	2021
GSum: A General Framework for Guided Neural Abstractive Summarization ZY Dou, P Liu, H Hayashi, Z Jiang, G Neubig NAACL 2021, 2021	256	2021
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	220	2015
Towards a Unified Multi-Dimensional Evaluator for Text Generation M Zhong, Y Liu, D Yin, Y Mao, Y Jiao, P Liu, C Zhu, H Ji, J Han EMNLP 2022, 2022	194	2022
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	191	2019
Re-evaluating Evaluation in Text Summarization M Bhandari, P Gour, A Ashfaq, P Liu, G Neubig EMNLP 2020, 2020	184	2020
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa J Dai, H Yan, T Sun, P Liu, X Qiu NAACL 2021, https://arxiv.org/pdf/2104.04986.pdf, 2021	162	2021
Learning Sparse Sharing Architectures for Multiple Tasks T Sun, Y Shao, X Li, P Liu, H Yan, X Qiu, X Huang AAAI 2020, 2019	150	2019

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