NLPExplorer

Pengcheng He

Number of Papers:- 22

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

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EMNLP

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NAACL

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WS

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IJCNLP

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Co-Authors:-

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Personalized Abstractive Summarization by Tri-agent Generation Pipeline F i n d i n g s - E A C L

Wen Xiao | Yujia Xie | Giuseppe Carenini | Pengcheng He |

Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP

Zekun Li | Baolin Peng | Pengcheng He | Xifeng Yan |

Query Rewriting in Retrieval-Augmented Large Language Models EMNLP

Xinbei Ma | Yeyun Gong | Pengcheng He | Hai Zhao | Nan Duan |

DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL

Yu Li | Baolin Peng | Pengcheng He | Michel Galley | Zhou Yu | Jianfeng Gao |

Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL

Pengcheng He | Baolin Peng | Song Wang | Yang Liu | Ruochen Xu | Hany Hassan | Yu Shi | Chenguang Zhu | Wayne Xiong | Michael Zeng | Jianfeng Gao | Xuedong Huang |

LMGQS: A Large-scale Dataset for Query-focused Summarization F i n d i n g s - E M N L P

Ruochen Xu | Song Wang | Yang Liu | Shuohang Wang | Yichong Xu | Dan Iter | Pengcheng He | Chenguang Zhu | Michael Zeng |

CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing ACL

Chen Liang | Pengcheng He | Yelong Shen | Weizhu Chen | Tuo Zhao |

ALLSH: Active Learning Guided by Local Sensitivity and Hardness Findings NAACL

Shujian Zhang | Chengyue Gong | Xingchao Liu | Pengcheng He | Weizhu Chen | Mingyuan Zhou |

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL

Simiao Zuo | Qingru Zhang | Chen Liang | Pengcheng He | Tuo Zhao | Weizhu Chen |

OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering NAACL

Zhengbao Jiang | Yi Mao | Pengcheng He | Graham Neubig | Weizhu Chen |

Generation-Augmented Retrieval for Open-Domain Question Answering ACL IJCNLP

Yuning Mao | Pengcheng He | Xiaodong Liu | Yelong Shen | Jianfeng Gao | Jiawei Han | Weizhu Chen |

ARCH: Efficient Adversarial Regularized Training with Caching EMNLP Findings

Simiao Zuo | Chen Liang | Haoming Jiang | Pengcheng He | Xiaodong Liu | Jianfeng Gao | Weizhu Chen | Tuo Zhao |

Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach EMNLP

Simiao Zuo | Chen Liang | Haoming Jiang | Xiaodong Liu | Pengcheng He | Jianfeng Gao | Weizhu Chen | Tuo Zhao |

Token-wise Curriculum Learning for Neural Machine Translation EMNLP Findings

Chen Liang | Haoming Jiang | Xiaodong Liu | Pengcheng He | Weizhu Chen | Jianfeng Gao | Tuo Zhao |

UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL IJCNLP

Hao Cheng | Yelong Shen | Xiaodong Liu | Pengcheng He | Weizhu Chen | Jianfeng Gao |

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization ACL IJCNLP

Chen Liang | Simiao Zuo | Minshuo Chen | Haoming Jiang | Xiaodong Liu | Pengcheng He | Tuo Zhao | Weizhu Chen |

Reader-Guided Passage Reranking for Open-Domain Question Answering Findings

Yuning Mao | Pengcheng He | Xiaodong Liu | Yelong Shen | Jianfeng Gao | Jiawei Han | Weizhu Chen |

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL

Haoming Jiang | Pengcheng He | Weizhu Chen | Xiaodong Liu | Jianfeng Gao | Tuo Zhao |

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL

Xiaodong Liu | Yu Wang | Jianshu Ji | Hao Cheng | Xueyun Zhu | Emmanuel Awa | Pengcheng He | Weizhu Chen | Hoifung Poon | Guihong Cao | Jianfeng Gao |

Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP

Tao Shen | Yi Mao | Pengcheng He | Guodong Long | Adam Trischler | Weizhu Chen |

A Hybrid Neural Network Model for Commonsense Reasoning EMNLP WS

Pengcheng He | Xiaodong Liu | Weizhu Chen | Jianfeng Gao |

Multi-Task Deep Neural Networks for Natural Language Understanding ACL

Xiaodong Liu | Pengcheng He | Weizhu Chen | Jianfeng Gao |

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