Learning to Compress Prompt in Natural Language Formats NAACL

Yu-Neng Chuang | Tianwei Xing | Chia-Yuan Chang | Zirui Liu | Xun Chen | Xia Hu |

QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware F i n d i n g s - E M N L P

Chuang Zhou | Junnan Dong | Xiao Huang | Zirui Liu | Kaixiong Zhou | Zhaozhuo Xu |

In Defense of Structural Sparse Adapters for Concurrent LLM Serving F i n d i n g s - E M N L P

Junda Su | Zirui Liu | Zeju Qiu | Weiyang Liu | Zhaozhuo Xu |

Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP

Guanchu Wang | Yu-Neng Chuang | Ruixiang Tang | Shaochen Zhong | Jiayi Yuan | Hongye Jin | Zirui Liu | Vipin Chaudhary | Shuai Xu | James Caverlee | Xia Hu |

ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP

Changchun Liu | Kai Zhang | Junzhe Jiang | Zirui Liu | Hanqing Tao | Min Gao | Enhong Chen |

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches F i n d i n g s - E M N L P

Jiayi Yuan | Hongyi Liu | Shaochen Zhong | Yu-Neng Chuang | Songchen Li | Guanchu Wang | Duy Le | Hongye Jin | Vipin Chaudhary | Zhaozhuo Xu | Zirui Liu | Xia Hu |