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 |

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL

Chaoya Jiang | Wei Ye | Haiyang Xu | Songfang Huang | Fei Huang | Shikun Zhang |

Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL

Zhen-Ru Zhang | Chuanqi Tan | Haiyang Xu | Chengyu Wang | Jun Huang | Songfang 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 |

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 |

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 |

Neural Topic Modeling with Bidirectional Adversarial Training ACL

Rui Wang | Xuemeng Hu | Deyu Zhou | Yulan He | Yuxuan Xiong | Chenchen Ye | Haiyang Xu |

An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles EMNLP

Deyu Zhou | Haiyang Xu | Yulan He |