Exploiting Pseudo Image Captions for Multimodal Summarization F i n d i n g s - A C L

Chaoya Jiang | Rui Xie | Wei Ye | Jinan Sun | Shikun Zhang |

Improving Knowledge Graph Completion with Generative Hard Negative Mining F i n d i n g s - A C L

Zile Qiao | Wei Ye | Dingyao Yu | Tong Mo | Weiping Li | Shikun Zhang |

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models EMNLP

Dingyao Yu | Kaitao Song | Peiling Lu | Tianyu He | Xu Tan | Wei Ye | Shikun Zhang | Jiang Bian |

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 |

Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING

Zile Qiao | Wei Ye | Tong Zhang | Tong Mo | Weiping Li | Shikun Zhang |

Label Smoothing for Text Mining COLING

Peiyang Liu | Xiangyu Xi | Wei Ye | Shikun 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 |

QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL

Peiyang Liu | Sen Wang | Xi Wang | Wei Ye | Shikun Zhang |

Multi-Hop Transformer for Document-Level Machine Translation NAACL

Long Zhang | Tong Zhang | Haibo Zhang | Baosong Yang | Wei Ye | Shikun Zhang |

Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL IJCNLP

Tong Zhang | Long Zhang | Wei Ye | Bo Li | Jinan Sun | Xiaoyu Zhu | Wen Zhao | Shikun Zhang |

Cross-document Event Identity via Dense Annotation CoNLL EMNLP

Adithya Pratapa | Zhengzhong Liu | Kimihiro Hasegawa | Linwei Li | Yukari Yamakawa | Shikun Zhang | Teruko Mitamura |

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL IJCNLP

Xi Xiangyu | Wei Ye | Shikun Zhang | Quanxiu Wang | Huixing Jiang | Wei Wu |

Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL IJCNLP

Keyang Xu | Tongzheng Ren | Shikun Zhang | Yihao Feng | Caiming Xiong |

Improving Embedding-based Large-scale Retrieval via Label Enhancement EMNLP Findings

Peiyang Liu | Xi Wang | Sen Wang | Wei Ye | Xiangyu Xi | Shikun Zhang |

Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING

Bo Li | Wei Ye | Zhonghao Sheng | Rui Xie | Xiangyu Xi | Shikun Zhang |

A Data-Centric Framework for Composable NLP Workflows EMNLP

Zhengzhong Liu | Guanxiong Ding | Avinash Bukkittu | Mansi Gupta | Pengzhi Gao | Atif Ahmed | Shikun Zhang | Xin Gao | Swapnil Singhavi | Linwei Li | Wei Wei | Zecong Hu | Haoran Shi | Xiaodan Liang | Teruko Mitamura | Eric Xing | Zhiting Hu |

Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL

Wei Ye | Bo Li | Rui Xie | Zhonghao Sheng | Long Chen | Shikun Zhang |

Unsupervised Text Recap Extraction for TV Series EMNLP

Hongliang Yu | Shikun Zhang | Louis-Philippe Morency |

Dual Subtitles as Parallel Corpora LREC

Shikun Zhang | Wang Ling | Chris Dyer |