LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression F i n d i n g s - A C L

Zhuoshi Pan | Qianhui Wu | Huiqiang Jiang | Menglin Xia | Xufang Luo | Jue Zhang | Qingwei Lin | Victor Rühle | Yuqing Yang | Chin-Yew Lin | H. Vicky Zhao | Lili Qiu | Dongmei Zhang |

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL

Huiqiang Jiang | Qianhui Wu | Xufang Luo | Dongsheng Li | Chin-Yew Lin | Yuqing Yang | Lili Qiu |

Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP

Zhiyuan He | Huiqiang Jiang | Zilong Wang | Yuqing Yang | Luna K. Qiu | Lili Qiu |

LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning F i n d i n g s - E M N L P

Siwei Li | Yifan Yang | Yifei Shen | Fangyun Wei | Zongqing Lu | Lili Qiu | Yuqing Yang |