Revisiting the Reliability of Language Models in Instruction-Following

Jianshuo Dong, Yutong Zhang, Yan Liu +4

Advanced LLMs have achieved near-ceiling instruction-following accuracy on benchmarks such as IFEval. However, these impressive scores do not necessarily translate to reliable serv…