KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ACL

Zixuan Li | Yutao Zeng | Yuxin Zuo | Weicheng Ren | Wenxuan Liu | Miao Su | Yucan Guo | Yantao Liu | Lixiang Lixiang | Zhilei Hu | Long Bai | Wei Li | Yidan Liu | Pan Yang | Xiaolong Jin | Jiafeng Guo | Xueqi Cheng |

When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation F i n d i n g s - A C L

Shiyu Ni | Keping Bi | Jiafeng Guo | Xueqi Cheng |

Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval F i n d i n g s - A C L

Yubao Tang | Ruqing Zhang | Jiafeng Guo | Maarten Rijke | Yixing Fan | Xueqi Cheng |

MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning F i n d i n g s - A C L

Wanqing Cui | Keping Bi | Jiafeng Guo | Xueqi Cheng |

Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP

Weichao Zhang | Ruqing Zhang | Jiafeng Guo | Maarten de Rijke | Yixing Fan | Xueqi Cheng |

Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework F i n d i n g s - E M N L P

Lu Chen | Ruqing Zhang | Jiafeng Guo | Yixing Fan | Xueqi Cheng |

LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs F i n d i n g s - E M N L P

Sihui Yang | Keping Bi | Wanqing Cui | Jiafeng Guo | Xueqi Cheng |

RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP

Yuanzheng Wang | Yixing Fan | Jiafeng Guo | Ruqing Zhang | Xueqi Cheng |