Author

Salima Lamsiyah

3 papers indexed here

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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

Preprint Sep 2026

RECTIFY: An Interactive Workbench for Post-Evaluation RAG Diagnosis, Repair, and Verification

RECTIFY, an interactive Streamlit workbench that turns evaluated RAG cases into auditable repair workflows, is presented, showing that pre-filtering reduces unnecessary repair candidates and that slicelevel routing yields more targeted repair cards than broad family-level diagnosis.

Keerthana Murugaraj, Salima Lamsiyah, Martin Theobald · 0 citations

#natural language process... Mar 2026

NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution

NotAI.AI combines sentence-level conditional probability curvature, a neural detector score, and interpretable stylometric and readability features in an XGBoost meta-classifier and explains predictions with TreeSHAP feature contributions and can turn the resulting evidence into a concise natural-language explanation.

Oleksandr Marchenko Breneur, Adelaide Danilov, A. Nourbakhsh et al. · arXiv.org · 1 citation