Azzedine Aftiss

HyBioSum: A Hybrid Framework for Biomedical Long-Document Summarization With Supervised Extractive and LLM-Based Generation

A hybrid extract-then-summarize framework that first identifies salient sentences using a supervised extractive model and then generates an abstractive summary through LLM prompting is proposed, which improves efficiency by focusing the generative process on informative content while reducing the processing cost typica...