ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP

Chenliang Li | He Chen | Ming Yan | Weizhou Shen | Haiyang Xu | Zhikai Wu | Zhicheng Zhang | Wenmeng Zhou | Yingda Chen | Chen Cheng | Hongzhu Shi | Ji Zhang | Fei Huang | Jingren Zhou |

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model F i n d i n g s - E M N L P

Jiabo Ye | Anwen Hu | Haiyang Xu | Qinghao Ye | Ming Yan | Guohai Xu | Chenliang Li | Junfeng Tian | Qi Qian | Ji Zhang | Qin Jin | Liang He | Xin Lin | Fei Huang |

Transforming Visual Scene Graphs to Image Captions ACL

Xu Yang | Jiawei Peng | Zihua Wang | Haiyang Xu | Qinghao Ye | Chenliang Li | Songfang Huang | Fei Huang | Zhangzikang Li | Yu Zhang |

Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ACL

Qizhi Wan | Changxuan Wan | Keli Xiao | Dexi Liu | Chenliang Li | Bolong Zheng | Xiping Liu | Rong Hu |

Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING

Yan Li | Chenliang Li | Junjun Guo |

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP

Chaoya Jiang | Haiyang Xu | Chenliang Li | Ming Yan | Wei Ye | Shikun Zhang | Bin Bi | Songfang Huang |

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP

Chenliang Li | Haiyang Xu | Junfeng Tian | Wei Wang | Ming Yan | Bin Bi | Jiabo Ye | He Chen | Guohai Xu | Zheng Cao | Ji Zhang | Songfang Huang | Fei Huang | Jingren Zhou | Luo Si |

Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL IJCNLP

Chenliang Li | Bin Bi | Ming Yan | Wei Wang | Songfang Huang |

StructuralLM: Structural Pre-training for Form Understanding ACL IJCNLP

Chenliang Li | Bin Bi | Ming Yan | Wei Wang | Songfang Huang | Fei Huang | Luo Si |

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL IJCNLP

Haiyang Xu | Ming Yan | Chenliang Li | Bin Bi | Songfang Huang | Wenming Xiao | Fei Huang |

MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion ACL IJCNLP SemEval

Junfeng Tian | Min Gui | Chenliang Li | Ming Yan | Wenming Xiao |

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL

Canwen Xu | Jiaxin Pei | Hongtao Wu | Yiyu Liu | Chenliang Li |

Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL

Hao Tang | Donghong Ji | Chenliang Li | Qiji Zhou |

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL

Yu Duan | Canwen Xu | Jiaxin Pei | Jialong Han | Chenliang Li |

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL

Canwen Xu | Tao Ge | Chenliang Li | Furu Wei |

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP

Bin Bi | Chenliang Li | Chen Wu | Ming Yan | Wei Wang | Songfang Huang | Fei Huang | Luo Si |

Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP

Bin Bi | Chen Wu | Ming Yan | Wei Wang | Jiangnan Xia | Chenliang Li |

S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information EMNLP

Jiaxin Pei | Chenliang Li |

Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL

Chenliang Li | Weiran Xu | Si Li | Sheng Gao |

A Deep Relevance Model for Zero-Shot Document Filtering ACL

Chenliang Li | Wei Zhou | Feng Ji | Yu Duan | Haiqing Chen |