Published multiple papers, including 'How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian' (ACL 2025), 'Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors' (Findings of ACL 2025). See Google Scholar profile for more.
Research Experience
Currently a Post-Doctoral Researcher at ISTI-CNR, member of the AI4Text Group; spent a few months in 2022 with the HD NLP Group at Heidelberg University under the supervision of Prof. Dr. Anette Frank; visited the Language Technology Lab at Cambridge University in 2023, working with Dr. Ivan Vulić.
Education
PhD in Computer Science from the University of Pisa, thesis on Heterogeneous Transfer Learning in Natural Language Processing; Master's degree in Digital Humanities from the University of Pisa, thesis on Cross-Lingual Text-Classification, supervised by Dr. Fabrizio Sebastiani and Dr. Alejandro Moreo.
Background
Primary interests: representation learning, heterogeneous transfer learning; professional field: natural language processing, multimodal and multilingual settings.
Miscellany
Contact: email andrea.pedrotti@isti.cnr.it or LinkedIn.