Jul 2026
Reexamining zero-shot summarization: Empirical investigation of trustworthiness of LLM-summarizers
This study proposes a novel two-level diagnostic protocol for benchmarking LLM-summarizers based on the stability of the generated summaries and motivates further research towards development of robust, reliable and trustworthy LLM-summarizers.
Vasudha Bhatnagar, Purnima Bindal, Vikas Kumar et al.
· arXiv.org · 0 citations