Author

Said Ouatik El Alaoui

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Open access 2026

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...

Azzedine Aftiss, Salima Lamsiyah, Christoph Schommer et al. · IEEE Access · 0 citations

#explainable ai Review Open access Sep 2026

Predicting, Using, and Assessing ESG Signals: A Tripartite Systematic Review of Machine Learning in Sustainable Finance

A PRISMA-guided systematic review of 127 peer-reviewed studies to examine how machine learning (ML), deep learning (DL), Natural Language Processing (NLP), and Explainable AI (XAI) are transforming ESG rating analysis develops a tripartite framework classifying studies by the functional role of the ESG score.

Imane El Imami, A. el Alaoui, Bassma Guermah et al. · Journal of Risk and Financia... · 0 citations