Zheng Zhao

Summarization is Not Dead Yet

A multi-track evaluation covering diverse datasets and state-of-the-art LLMs reveals a more nuanced landscape in which human references continue to demonstrate advantages in informativeness and faithfulness, whereas LLM outputs are preferred mainly for surface-level coherence and fluency.