Prof. Marco Valentino — Research Profile

Natural Language Processing, Cognitively motivated NLP, Multilinguality, Multimodality, NLP for Healthcare, NLP for Arts and Humanities, Text Simplification and Question Answering

Proof assistants, Information flow security, Inductive and coinductive datatypes, Automated deduction and Syntax with bindings

Core automatic speech recognition, Efficient and expressive speech synthesis, Spoken Language Translation, Information Retrieval, Conversation Modelling

Security of AI, Offensive AI and AI Red Teaming, Security, Privacy, Transparency of AI/ML Systems, Reinforcement Learning and Adversarial Machine Learning

Post-quantum and quantum cryptography, zero-knowledge proofs and zk-SNARKs, security, Privacy, Transparency of AI/ML Systems, applied cryptography

Reinforcement learning, Multi-agent systems, Human-in-the-loop machine learning