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<title>Federico Borazio - PhD Student | CV</title>
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<header>
<div class="container nav">
<div class="brand">
<span class="dot" aria-hidden="true"></span>
<span>Federico Borazio</span>
</div>
<nav class="nav-links" aria-label="Main sections">
<a href="#about">About</a>
<a href="#publications">Publications</a>
<a href="#projects">Projects</a>
<a href="#teaching">Teaching</a>
<button id="theme" class="btn" type="button" aria-label="Change theme">🌓 Theme</button>
</nav>
</div>
</header>
<main class="container">
<section class="hero reveal" id="about">
<img id="hero-img" src="Borazio_picture.jpeg" alt="Federico Borazio Photo">
<div class="hero-text">
<h1>Federico Borazio</h1>
<p class="role">PhD Student - Department of Enterprise Engineering / University of Rome Tor Vergata</p>
<div class="tags">
<span class="tag">Machine Learning</span>
<span class="tag">NLP</span>
<span class="tag">RAG for QA</span>
<span class="tag">LLM Evaluation</span>
<span class="tag">HRI</span>
</div>
<p class="muted">Federico Borazio is a PhD candidate in the <a href="https://dii.uniroma2.it/dottorandi/">Data Science</a> program at the University of Rome Tor Vergata , where he is a member of the <a href="http://sag.art.uniroma2.it/">SAG Art research group</a>. His doctoral research is supervised by <a href="https://scholar.google.it/citations?user=U1A22fYAAAAJ&hl=it">Roberto Basili</a> and <a href="https://scholar.google.it/citations?hl=it&user=dXewdYAAAAAJ">Danilo Croce.</a> <br><br>
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 <strong>ACL</strong> Findings, <strong>ECIR</strong>, <strong>LREC-COLING</strong>, and the <strong>Italian Journal of Computational Linguistics</strong>. <br><br>
He is also part of the <a href="https://clic2024.ilc.cnr.it/calamita/">CALAMITA Data and Evaluation Team</a>, contributing to the benchmarking of Large Language Models on native Italian tasks. <br><br>
In addition to his academic work, he collaborates with <a href="http://www.revealsrl.it/it/home/">Reveal S.r.l.</a>, an industry partner focused on AI and NLP driven solutions.</p>
<p>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 <a href="https://scholar.google.com/citations?user=vYUDlsEAAAAJ&hl=en">Alessandro Moschitti</a>. </p>
<div class="links">
<a class="cv" href="CV_short.pdf" download><i class="fa-solid fa-file-pdf"></i> Short CV</a>
<a class="scholar" href="https://scholar.google.com/citations?user=3GISCIoAAAAJ&hl=it"><i class="fa-solid fa-graduation-cap"></i> Google Scholar</a>
<a class="orcid" href="https://orcid.org/0009-0000-0193-2131"><i class="fa-brands fa-orcid"></i> ORCID</a>
<a class="github" href="https://github.com/fedbor"><i class="fa-brands fa-github"></i> GitHub</a>
<a class="linkedin" href="https://www.linkedin.com/in/federico-borazio-953492198/"><i class="fa-brands fa-linkedin"></i> LinkedIn</a>
</div>
</div>
</section>
<div class="grid">
<section class="card reveal" id="publications">
<h2>Publications</h2>
<div class="filters">
<button class="filter-btn active" data-filter="all">All</button>
<button class="filter-btn" data-filter="llm">LLMs / Eval</button>
<button class="filter-btn" data-filter="rag">RAG / QA</button>
<button class="filter-btn" data-filter="hri">HRI</button>
</div>
<div class="list" id="pub-list">
<article class="pub" data-category="llm">
<div class="title"><strong>CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian</strong></div>
<div class="meta muted">G Attanasio, P Basile, <u>F Borazio</u>, D Croce, M Francis, J Gili, E Musacchio, M Nissim, V Patti, M Rinaldi, D Scalena (2024). <br>
Venue: <a href="https://clic2024.ilc.cnr.it/">Tenth Italian Conference on Computational Linguistics</a> <br>
<a href="https://aclanthology.org/2024.clicit-1.116.pdf">PDF</a> · <a href="https://aclanthology.org/2024.clicit-1.116/">Abstract</a> · <a href="https://calamita-ailc.github.io/calamita2024/">Repository</a></div>
</article>
<article class="pub" data-category="hri">
<div class="title"><strong>Training Multi-Modal LLMs through Dialogue Planning for HRI</strong></div>
<div class="meta muted">CD Hromei, <u>F Borazio</u>, A Sensi, E Passone, D Croce, R Basili (2025). <br>
Venue: <a href="https://2025.aclweb.org/">The 63rd Annual Meeting of the Association for Computational Linguistics</a> <br>
<a href="https://aclanthology.org/2025.findings-acl.837.pdf">PDF</a> · <a href="https://aclanthology.org/2025.findings-acl.837/">Abstract</a> · <a href="https://github.com/crux82/MM-IGLU-Dialogues">Repository</a></div>
</article>
<article class="pub" data-category="rag">
<div class="title"><strong>Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety</strong></div>
<div class="meta muted"><u>F Borazio</u>, D Croce, R Basili (2025). <br>
Venue: <a href="https://ecir2025.eu/">47th EUROPEAN CONFERENCE ON INFORMATION RETRIEVAL</a> <br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-88720-8_20">Abstract</a></div>
</article>
<article class="pub" data-category="rag">
<div class="title"><strong>Integrating AI and IR Paradigms for Sustainable and Trustworthy Accurate Access to Large Scale Biomedical Information</strong></div>
<div class="meta muted"><u>F Borazio</u>, F Labbate, D Croce, R Basili (2026). <br>
Venue: <a href="https://ecir2026.eu/">48th European Conference on Information Retrieval (ECIR 2026)</a> <br>
<a href="https://link.springer.com/chapter/10.1007/978-3-032-21324-2_31">Abstract</a> · <a href="https://github.com/crux82/LocalBioRag">Repository</a></div>
</article>
<article class="pub" data-category="rag">
<div class="title"><strong>UniTor at BioASQ 2025: Modular Biomedical QA with Synthetic Snippets and Multiple Task Answer Generation.</strong></div>
<div class="meta muted"><u>F Borazio</u>, A Shcherbakov, D Croce, R Basili (2025). <br>
Venue: <a href="https://clef2025.clef-initiative.eu/">16th Conference and Labs of the Evaluation Forum</a> <br>
<a href="https://www.dei.unipd.it/~faggioli/temp/clef2025/paper_10.pdf">PDF</a> · <a href="https://github.com/crux82/BioASQ2025-UNITOR">Repository</a></div>
</article>
<article class="pub" data-category="llm">
<div class="title"><strong>Challenging the Abilities of Large Language Models in Italian: a Community Initiative</strong></div>
<div class="meta muted">M Nissim et al. (2025). <br>
Venue: arXiv <br>
<a href="https://arxiv.org/pdf/2512.04759" target="_blank" rel="noopener noreferrer">PDF</a> ·
<a href="https://arxiv.org/abs/2512.04759" target="_blank" rel="noopener noreferrer">Abstract</a> ·
<a href="https://calamita-ailc.github.io/calamita2024/" target="_blank" rel="noopener noreferrer">Repository</a></div>
</article>
<article class="pub" data-category="hri">
<div class="title"><strong>MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian</strong></div>
<div class="meta muted"><u>F Borazio</u>, CD Hromei, E Passone, D Croce, R Basili (2024). <br>
Venue: <a href="https://aixia2024.events.unibz.it/" target="_blank" rel="noopener noreferrer">International Conference of the Italian Association for Artificial Intelligence</a> <br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-80607-0_6" target="_blank" rel="noopener noreferrer">Abstract</a> ·
<a href="https://github.com/crux82/MM-IGLU-IT" target="_blank" rel="noopener noreferrer">Repository</a></div>
</article>
<article class="pub" data-category="llm">
<div class="title"><strong>Semi-automatic topic discovery and classification for epidemic intelligence via large language models</strong></div>
<div class="meta muted"><u>F Borazio</u>, D Croce, G Gambosi, R Basili, D Margiotta, A Scaiella, M Del Manso, D Petrone, A Cannone, AM Urdiales, C Sacco, P Pezzotti, F Riccardo, D Mipatrini, F Ferraro, S Pilati (2024). <br>
Venue: <a href="https://lrec-coling-2024.org/" target="_blank" rel="noopener noreferrer">Proceedings of the second workshop on natural language processing for political sciences @ LREC-COLING 2024</a> <br>
<a href="https://aclanthology.org/2024.politicalnlp-1.8.pdf" target="_blank" rel="noopener noreferrer">PDF</a> ·
<a href="https://aclanthology.org/2024.politicalnlp-1.8/" target="_blank" rel="noopener noreferrer">Abstract</a></div>
</article>
<article class="pub" data-category="llm">
<div class="title"><strong>ArTLLaMA: Adaptating LLaMA to Performative Art Applications</strong></div>
<div class="meta muted">E Passone, <u>F Borazio</u>, CD Hromei, D Croce, R Basili (2025). <br>
Venue: <a href="https://digitalheritage2025.unisi.it/Digital Heritage" target="_blank" rel="noopener noreferrer">Digital Heritage</a> <br>
<a href="https://diglib.eg.org/server/api/core/bitstreams/0b65d48e-6d1d-489f-94ee-7ffac4ab517c/content" target="_blank" rel="noopener noreferrer">PDF</a> ·
<a href="https://diglib.eg.org/items/848f2d25-a4c1-4429-ba8c-6d911554cd4e" target="_blank" rel="noopener noreferrer">Abstract</a></div>
</article>
<article class="pub" data-category="llm">
<div class="title"><strong>Intelligent Natural Language Processing for Epidemic Intelligence</strong></div>
<div class="meta muted">D Croce, <u>F Borazio</u>, et al. (2023). <br>
Venue: IJCoL. Italian Journal of Computational Linguistics <br>
<a href="https://journals.openedition.org/ijcol/1250" target="_blank" rel="noopener noreferrer">PDF</a> ·
<a href="https://journals.openedition.org/ijcol/1250" target="_blank" rel="noopener noreferrer">Abstract</a></div>
</article>
<article class="pub" data-category="llm">
<div class="title"><strong>UniTor at DeSegMa-It: Analyzing Supervision and Encoder Representations for Italian Machine-Generated Text Detection</strong></div>
<div class="meta muted"><u>F Borazio</u>, G De Luca, D Pasquini, D Croce, R Basili (2026). <br>
Venue: <a href="https://www.evalita.it/campaigns/evalita-2026/tasks/9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian" target="_blank" rel="noopener noreferrer">9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian</a> <br>
<a href="https://apa.dipsco.unitn.it/evalita2026/44.pdf" target="_blank" rel="noopener noreferrer">PDF</a></div>
</article>
<article class="pub" data-category="rag">
<div class="title"><strong>UniTor at PFB: Constrained Agentic Prompting and Self-Consistency for Financial Multi-Choice QA</strong></div>
<div class="meta muted"><u>F Borazio</u>, SA Mousavian Anaraki, SI Rai, D Croce, R Basili (2026). <br>
Venue: <a href="https://www.evalita.it/campaigns/evalita-2026/tasks/9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian" target="_blank" rel="noopener noreferrer"></a>9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian</a> <br>
<a href="https://apa.dipsco.unitn.it/evalita2026/18.pdf" target="_blank" rel="noopener noreferrer">PDF</a></div>
</article>
</div>
</section>
<aside class="card reveal">
<h2>News & Updates</h2>
<div id="news">
<article class="pub">
<div class="title"><strong>📢Article Presentation🇳🇱</strong></div>
<div class="meta muted">March 2026</div>
<p>Our work <strong>AI and IR Paradigms for Sustainable and Trustworthy Accurate Access to Large Scale Biomedical Information</strong> will be presented at <a href="https://ecir2026.eu/programme/program-schedule">ECIR 2026</a>, on March 31, in Delft, Netherlands.</p>
</article>
<article class="pub" style="border-color: #ff9900; background: linear-gradient(135deg, color-mix(in oklab, var(--card) 60%, transparent), rgba(255, 153, 0, 0.08));">
<div class="title"><strong style="color: #ff9900;">💻New Internship at Amazon🇺🇸</strong></div>
<div class="meta muted">March 2026</div>
<p>
Excited to announce that I have joined <strong style="color: #ff9900;">Amazon</strong> in Los Angeles as an Applied Scientist Intern!
</p>
</article>
<article class="pub">
<div class="title">🎉🎉<strong>Award</strong>🎉🎉</div>
<div class="meta muted">February 2026</div>
<p>Our work <strong>UniTor at DeSegMA</strong> was awarded an <strong>Honorable Mention</strong> at <a href="https://www.evalita.it/campaigns/evalita-2026/best-system-award-2026/" target="_blank" rel="noopener noreferrer">EVALITA 2026</a>, held in Bari, Italy.</p>
</article>
<article class="pub">
<div class="title"><strong>📢Article Presentation🇮🇹</strong></div>
<div class="meta muted">February 2026</div>
<p>Our work <strong>UniTor at PFB</strong> will be presented at <a href="https://www.evalita.it/campaigns/evalita-2026/workshop-program/">EVALITA 2026</a>, in Bari, Italy.</p>
</article>
<article class="pub">
<div class="title"><strong>📖New Publication📖</strong></div>
<div class="meta muted">December 2025</div>
<p>New paper <strong>AI and IR Paradigms for Sustainable and Trustworthy Accurate Access to Large Scale Biomedical Information</strong> accepted at <a href="https://ecir2026.eu/programme/accepted-papers">ECIR 2026 IR for GOOD</a> 🎉.</p>
</article>
<article class="pub">
<div class="title"><strong>📢Article Presentation🇮🇹</strong></div>
<div class="meta muted">November 2025</div>
<p>Our work <strong>RAGArTLLaMA</strong> will be presented as a talk at <a href="https://www-2025.second-congress.hyperstage.it/programme">Hyperstage</a> in Rome, Italy.</p>
</article>
<article class="pub">
<div class="title"><strong>📢Upcoming Presentation🇪🇸</strong></div>
<div class="meta muted">September 2025</div>
<p>Our system <strong>UniTor at BioASQ 2025</strong> will be presented as a poster and oral talk at the <a href="https://www.bioasq.org/workshop13/program">BioASQ Workshop @ CLEF 2025</a> in Madrid, Spain.</p>
</article>
<article class="pub">
<div class="title"><strong>📈Poster Presentation🇦🇹</strong></div>
<div class="meta muted">July 2025</div>
<p>Our work on <em>Training Multi-Modal LLMs for HRI</em> will be presented at <a href="https://docs.google.com/spreadsheets/d/1O-n3HPvv8vY0L_kjyP5AtRTcWWjqLk2deCYtrMgCGw4/edit?gid=580461323#gid=580461323">ACL 2025</a> in Vienna, Austria.</p>
</article>
</div>
</aside>
</div>
<section class="card reveal" id="projects">
<h2>Reveal s.r.l. - Industry Projects Collaboration</h2>
<div class="list">
<article class="pub">
<div class="title"><strong>Matchmaking for Innovation</strong> - 2024/25</div>
<div class="meta muted">
<strong>In collaboration with</strong>: Foundation Rome Technopole<br>
Developed a semantic search engine to match technological and innovative challenges with academic research groups and industry projects.<br>
<strong>Keywords:</strong> Python, Java, Transformer, Solr, Semantic Search, Knowledge Graphs
</div>
</article>
<article class="pub">
<div class="title"><strong>Simple Knowledge Organization Systems for the Decommissioning of Nuclear Facilities</strong> - 2024</div>
<div class="meta muted">
<strong>In collaboration with</strong>: International Atomic Energy Agency (IAEA)<br>
Developed a semantic search engine for knowledge management in nuclear decommissioning.<br>
<strong>Keywords:</strong> Python, Java, Transformer, Solr, Ontologies, Semantic Search<br>
<strong>Supporting Publications:</strong> [<a href="https://link.springer.com/chapter/10.1007/978-3-031-88720-8_20">Borazio et al. 2025</a>]
</div>
</article>
<article class="pub">
<div class="title"><strong>Italian Network of Epidemic Intelligence</strong> - 2023/24</div>
<div class="meta muted">
<strong>In collaboration with</strong>: Italian Public Ministry of Health<br>
Developed monitoring tools for pandemic events using NLP and machine learning for automatic analysis of online information.<br>
<strong>Keywords:</strong> Python, Java, Transformer, Solr, Zero-Shot Learning, Web Scraping<br>
<strong>Supporting Publications:</strong> [<a href="https://aclanthology.org/2024.politicalnlp-1.8/">Borazio et al. 2024</a>, <a href="https://journals.openedition.org/ijcol/1250">Croce et al. 2023</a>]
</div>
</article>
</div>
</section>
<section class="card reveal" id="teaching">
<h2>Teaching Assistant</h2>
<div class="list">
<article class="pub">
<div class="title"><strong><a href="http://sag.art.uniroma2.it/didattica/basili/DL_24_25/">Deep Learning</a></strong></div>
<div class="meta muted">AY: 2024-25 and 2023-24 / Computer Engineering Master Degree</div>
</article>
<article class="pub">
<div class="title"><strong><a href="https://engineering-sciences.uniroma2.it/fundamentals-of-computing-2/">Fundamentals of Computing</a></strong></div>
<div class="meta muted">AY: 2023-24 / Engineering Sciences Bachelor Degree</div>
</article>
<article class="pub">
<div class="title"><strong><a href="http://www.informatica.uniroma2.it/">Computer Programming with Laboratory</a></strong></div>
<div class="meta muted">AY: 2022-23 / Computer Science Bachelor Degree</div>
</article>
</div>
</section>
<section class="card reveal" id="contacts">
<h2>Contacts</h2>
<ul>
<li>📧 Email: <a href="mailto:borazio@ing.uniroma2.it">borazio@ing.uniroma2.it</a></li>
<li>🏛️ Office: Via del Politecnico 1, Information Engineering Building, Block D, 2nd Floor, Room 20</li>
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