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Weiguo Liu

1 accepted papers

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…