1 code implementation • 10 Oct 2023 • Weimin Xiong, YiFan Song, Peiyi Wang, Sujian Li
Continual relation extraction (CRE) aims to solve the problem of catastrophic forgetting when learning a sequence of newly emerging relations.
1 code implementation • 10 Oct 2023 • YiFan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
Continual learning (CL) aims to constantly learn new knowledge over time while avoiding catastrophic forgetting on old tasks.
no code implementations • 9 Oct 2023 • Weimin Xiong, Yiwen Guo, Hao Chen
In this paper, we explore the ability of LLMs for testing programs/code.
no code implementations • 11 Jun 2023 • YiFan Song, Weimin Xiong, Dawei Zhu, Wenhao Wu, Han Qian, Mingbo Song, Hailiang Huang, Cheng Li, Ke Wang, Rong Yao, Ye Tian, Sujian Li
To address the practical challenges of tackling complex instructions, we propose RestGPT, which exploits the power of LLMs and conducts a coarse-to-fine online planning mechanism to enhance the abilities of task decomposition and API selection.
1 code implementation • 20 Mar 2023 • Hongbo Wang, Weimin Xiong, YiFan Song, Dawei Zhu, Yu Xia, Sujian Li
Joint entity and relation extraction (JERE) is one of the most important tasks in information extraction.