3 papers
cs.IR2025
RAR: Setting Knowledge Tripwires for Retrieval Augmented Rejection
Tommaso Mario Buonocore, Enea Parimbelli
Content moderation for large language models (LLMs) remains a significant challenge, requiring flexible and adaptable solutions that can quickly respond to emerging threats. This p…
cs.LG2024
Introducing δ-XAI: a novel sensitivity-based method for local AI explanations
Alessandro De Carlo, Enea Parimbelli, Nicola Melillo +1
Explainable Artificial Intelligence (XAI) is central to the debate on integrating Artificial Intelligence (AI) and Machine Learning (ML) algorithms into clinical practice. High-per…
cs.CL2024
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian
Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli
The development of domain-specific language models has significantly advanced natural language processing applications in various specialized fields, particularly in biomedicine. H…