A Robust Semantics-based Watermark for Large Language Model against Paraphrasing F i n d i n g s - N A A C L

Jie Ren | Han Xu | Yiding Liu | Yingqian Cui | Shuaiqiang Wang | Dawei Yin | Jiliang Tang |

Exploring Memorization in Fine-tuned Language Models ACL

Shenglai Zeng | Yaxin Li | Jie Ren | Yiding Liu | Han Xu | Pengfei He | Yue Xing | Shuaiqiang Wang | Jiliang Tang | Dawei Yin |

The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) F i n d i n g s - A C L

Shenglai Zeng | Jiankun Zhang | Pengfei He | Yiding Liu | Yue Xing | Han Xu | Jie Ren | Yi Chang | Shuaiqiang Wang | Dawei Yin | Jiliang Tang |

Identifying Semantic Induction Heads to Understand In-Context Learning F i n d i n g s - A C L

Jie Ren | Qipeng Guo | Hang Yan | Dongrui Liu | Quanshi Zhang | Xipeng Qiu | Dahua Lin |

QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models EMNLP

Saleh Ashkboos | Ilia Markov | Elias Frantar | Tingxuan Zhong | Xincheng Wang | Jie Ren | Torsten Hoefler | Dan Alistarh |

On the Generalization of Training-based ChatGPT Detection Methods F i n d i n g s - E M N L P

Han Xu | Jie Ren | Pengfei He | Shenglai Zeng | Yingqian Cui | Amy Liu | Hui Liu | Jiliang Tang |