From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models

1 code implementation • 24 Apr 2024 • Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao

It is imperative for Large language models (LLMs) to follow instructions with elaborate requirements (i. e. Complex Instructions Following).

Instruction Following

Can Large Language Models Understand Real-World Complex Instructions?

2 code implementations • 17 Sep 2023 • Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao

To bridge this gap, we propose CELLO, a benchmark for evaluating LLMs' ability to follow complex instructions systematically.