Parameter-Efficient Style-Controlled Summarization: An Investigation into LoRA Dynamics and Stylistic Collapse

Josemaria Louis Fernando, Elmer C. Peramo, Dantenelo Santi Barretto, Ashley Trish Soriano. Parameter-Efficient Style-Controlled Summarization: An Investigation into LoRA Dynamics and Stylistic Collapse. In International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2026, Tokyo, Japan, February 24-27, 2026. pages 549-554, IEEE, 2026. [doi]

Abstract

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