Federico Borazio Photo

Federico Borazio

PhD Student - Department of Enterprise Engineering / University of Rome Tor Vergata

Machine Learning NLP RAG for QA LLM Evaluation HRI

Federico Borazio is a PhD candidate in the Data Science program at the University of Rome Tor Vergata , where he is a member of the SAG Art research group. His doctoral research is supervised by Roberto Basili and Danilo Croce.

His main research interests include Large Language Models fine-tuning and adaptation for downstream and knowledge-intensive tasks, question answering in the biomedical domain, retrieval-augmented generation, and multimodal dialogue systems. He has contributed to projects on LLM benchmarking, human-robot interaction, and AI applications for epidemic intelligence, publishing in venues such as ACL Findings, ECIR, LREC-COLING, and the Italian Journal of Computational Linguistics.

He is also part of the CALAMITA Data and Evaluation Team, contributing to the benchmarking of Large Language Models on native Italian tasks.

In addition to his academic work, he collaborates with Reveal S.r.l., an industry partner focused on AI and NLP driven solutions.

Currently, he is an Applied Scientist Intern at Amazon in Los Angeles, working on LLM experimentation and neural retrieval for local search projects with the Alexa Local Search team supervised by Alessandro Moschitti.

Publications

Challenging the Abilities of Large Language Models in Italian: a Community Initiative
M Nissim et al. (2025).
Venue: arXiv
PDF · Abstract · Repository
ArTLLaMA: Adaptating LLaMA to Performative Art Applications
E Passone, F Borazio, CD Hromei, D Croce, R Basili (2025).
Venue: Digital Heritage
PDF · Abstract
Intelligent Natural Language Processing for Epidemic Intelligence
D Croce, F Borazio, et al. (2023).
Venue: IJCoL. Italian Journal of Computational Linguistics
PDF · Abstract
UniTor at PFB: Constrained Agentic Prompting and Self-Consistency for Financial Multi-Choice QA
F Borazio, SA Mousavian Anaraki, SI Rai, D Croce, R Basili (2026).
Venue: 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian
PDF

Reveal s.r.l. - Industry Projects Collaboration

Matchmaking for Innovation - 2024/25
In collaboration with: Foundation Rome Technopole
Developed a semantic search engine to match technological and innovative challenges with academic research groups and industry projects.
Keywords: Python, Java, Transformer, Solr, Semantic Search, Knowledge Graphs
Simple Knowledge Organization Systems for the Decommissioning of Nuclear Facilities - 2024
In collaboration with: International Atomic Energy Agency (IAEA)
Developed a semantic search engine for knowledge management in nuclear decommissioning.
Keywords: Python, Java, Transformer, Solr, Ontologies, Semantic Search
Supporting Publications: [Borazio et al. 2025]
Italian Network of Epidemic Intelligence - 2023/24
In collaboration with: Italian Public Ministry of Health
Developed monitoring tools for pandemic events using NLP and machine learning for automatic analysis of online information.
Keywords: Python, Java, Transformer, Solr, Zero-Shot Learning, Web Scraping
Supporting Publications: [Borazio et al. 2024, Croce et al. 2023]

Teaching Assistant

AY: 2024-25 and 2023-24 / Computer Engineering Master Degree

Contacts