One-Shot Learning as Instruction Data Prospector for Large Language Models ACL

Yunshui Li | Binyuan Hui | Xiaobo Xia | Jiaxi Yang | Min Yang | Lei Zhang | Shuzheng Si | Ling-Hao Chen | Junhao Liu | Tongliang Liu | Fei Huang | Yongbin Li |

Marathon: A Race Through the Realm of Long Context with Large Language Models ACL

Lei Zhang | Yunshui Li | Ziqiang Liu | Jiaxi Yang | Junhao Liu | Longze Chen | Run Luo | Min Yang |

Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL

Longze Chen | Ziqiang Liu | Wanwei He | Yinhe Zheng | Hao Sun | Yunshui Li | Run Luo | Min Yang |

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP

Minzheng Wang | Longze Chen | Fu Cheng | Shengyi Liao | Xinghua Zhang | Bingli Wu | Haiyang Yu | Nan Xu | Lei Zhang | Run Luo | Yunshui Li | Min Yang | Fei Huang | Yongbin Li |

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models F i n d i n g s - E M N L P

Jiaming Li | Lei Zhang | Yunshui Li | Ziqiang Liu | Yuelin Bai | Run Luo | Longze Chen | Min Yang |