2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
NAACL 2025long
The increasing demand for efficient summarization tools in resource-constrained environments highlights the need for effective solutions. While large language models (LLMs) deliver superior summarization quality, their high computational resource requirements limit practical use applications. In con…