Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL

Peichao Lai | Zhengfeng Zhang | Wentao Zhang | Fangcheng Fu | Bin Cui |

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL

Tao Zhang | ChengLIn Zhu | Yanjun Shen | Wenjing Luo | Yan Zhang | Hao Liang | Tao Zhang | Fan Yang | Mingan Lin | Yujing Qiao | Weipeng Chen | Bin Cui | Wentao Zhang | Zenan Zhou |

ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ACL

Yongnan Chen | Zhuo Chang | Shijia Gu | Yuanhang Zong | Zhang Mei | Shiyu Wang | Hezixiang Hezixiang | Hongzhi Chen | Jin Wei | Bin Cui |

Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP

Peichao Lai | Jiaxin Gan | Feiyang Ye | Wentao Zhang | Fangcheng Fu | Yilei Wang | Bin Cui |

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP

Keer Lu | Keshi Zhao | Zhuoran Zhang | Zheng Liang | Bin Cui | Tengjiao Wang | Wentao Zhang |

FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP

Youquan Li | Miao Zheng | Fan Yang | Guosheng Dong | Bin Cui | Weipeng Chen | Zenan Zhou | Wentao Zhang |