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Ferrazzi, Pietro

Ferrazzi, Pietro  

NLP  

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A cost-effective approach to counterbalance the scarcity of medical datasets 1-gen-2025 Magnini, Bernardo; Farzi, Saeed; Ferrazzi, Pietro; Ghosh, Soumitra; Lavelli, Alberto; Mezzanotte, Giulia; Speranza, Manuela
Converting annotated clinical cases into structured case report forms 1-gen-2025 Ferrazzi, Pietro; Lavelli, Alberto; Magnini, Bernardo
Is Agentic RAG worth it? An experimental comparison of {RAG} approaches 1-gen-2026 Ferrazzi, Pietro; Cvjeticanin, Milica; Piraccini, Alessio; Giannuzzi, Davide
Overview of the CRF 2026 Shared Task on Clinical Case Report Forms Filling 1-gen-2026 Ferrazzi, Pietro; Ghosh, Soumitra; Lavelli, Alberto; Magnini, Bernardo
Small LLMs for Medical NLP: A Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian 1-gen-2026 Ferrazzi, Pietro; Franzin, Mattia; Lavelli, Alberto; Magnini, Bernardo
Small LLMs for medical NLP: a systematic analysis of few-shot, constraint decoding, fine-tuning and continual pre-training in Italian 1-gen-2026 Ferrazzi, Pietro; Franzin, Mattia; Lavelli, Alberto; Magnini, Bernardo
Small LLMs for medical NLP: a systematic analysis of few-shot, constraint decoding, fine-tuning and continual pre-training in Italian 1-gen-2026 Ferrazzi, Pietro; Franzin, Mattia; Lavelli, Alberto; Magnini, Bernardo
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? 1-gen-2026 Ferrazzi, Pietro; Lavelli, Alberto; Magnini, Bernardo