NLPExplorer

Peiyi Wang

Number of Papers:- 20

Number of Citations:- 0

First ACL Paper:- 2022

Latest ACL Paper:- 2024

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EMNLP

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NAACL

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Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding F i n d i n g s - A C L

Heming Xia | Zhe Yang | Qingxiu Dong | Peiyi Wang | Yongqi Li | Tao Ge | Tianyu Liu | Wenjie Li | Zhifang Sui |

Large Language Models are not Fair Evaluators ACL

Peiyi Wang | Lei Li | Liang Chen | Zefan Cai | Dawei Zhu | Binghuai Lin | Yunbo Cao | Lingpeng Kong | Qi Liu | Tianyu Liu | Zhifang Sui |

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain F i n d i n g s - A C L

Liang Chen | Yichi Zhang | Shuhuai Ren | Haozhe Zhao | Zefan Cai | Yuchi Wang | Peiyi Wang | Xiangdi Meng | Tianyu Liu | Baobao Chang |

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL

Peiyi Wang | Lei Li | Zhihong Shao | Runxin Xu | Damai Dai | Yifei Li | Deli Chen | Yu Wu | Zhifang Sui |

Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models ACL

Lei Li | Yuqi Wang | Runxin Xu | Peiyi Wang | Xiachong Feng | Lingpeng Kong | Qi Liu |

VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP

Lei Li | Zhihui Xie | Mukai Li | Shunian Chen | Peiyi Wang | Liang Chen | Yazheng Yang | Benyou Wang | Lingpeng Kong | Qi Liu |

Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming F i n d i n g s - E M N L P

Rui Li | Peiyi Wang | Jingyuan Ma | Di Zhang | Lei Sha | Zhifang Sui |

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation F i n d i n g s - E M N L P

Heming Xia | Tao Ge | Peiyi Wang | Si-Qing Chen | Furu Wei | Zhifang Sui |

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective F i n d i n g s - E M N L P

Yifan Song | Peiyi Wang | Weimin Xiong | Dawei Zhu | Tianyu Liu | Zhifang Sui | Sujian Li |

Rationale-Enhanced Language Models are Better Continual Relation Learners EMNLP

Weimin Xiong | Yifan Song | Peiyi Wang | Sujian Li |

Enhancing Continual Relation Extraction via Classifier Decomposition F i n d i n g s - A C L

Heming Xia | Peiyi Wang | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui |

Guiding AMR Parsing with Reverse Graph Linearization F i n d i n g s - E M N L P

Bofei Gao | Liang Chen | Peiyi Wang | Zhifang Sui | Baobao Chang |

Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning F i n d i n g s - E M N L P

Zhe Yang | Damai Dai | Peiyi Wang | Zhifang Sui |

Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL

Zihan Wang | Peiyi Wang | Lianzhe Huang | Xin Sun | Houfeng Wang |

Hierarchical Curriculum Learning for AMR Parsing ACL

Peiyi Wang | Liang Chen | Tianyu Liu | Damai Dai | Yunbo Cao | Baobao Chang | Zhifang Sui |

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL

Peiyi Wang | Runxin Xu | Tianyu Liu | Qingyu Zhou | Yunbo Cao | Baobao Chang | Zhifang Sui |

A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL

Runxin Xu | Peiyi Wang | Tianyu Liu | Shuang Zeng | Baobao Chang | Zhifang Sui |

ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs Findings NAACL

Liang Chen | Peiyi Wang | Runxin Xu | Tianyu Liu | Zhifang Sui | Baobao Chang |

Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP

Peiyi Wang | Yifan Song | Tianyu Liu | Binghuai Lin | Yunbo Cao | Sujian Li | Zhifang Sui |

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP

Zihan Wang | Peiyi Wang | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui | Houfeng Wang |

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