Florin Cuconasu

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Hello! :wave:

I am a first-year PhD student in Artificial Intelligence at Sapienza University of Rome, working under the guidance of Professor Fabrizio Silvestri and collaborating with the RSTLess group. My doctoral studies are supported by a research grant from the National PhD Program in Artificial Intelligence.

My research interests are centered around Natural Language Processing and Information Retrieval, with a current deep focus on Retrieval Augmented Generation. My academic journey began at the same university, where I earned my bachelor’s degree in Information Engineering and my master’s degree in Engineering in Computer Science, both with laude.

Driven by a fascination with the experimental nature of Machine Learning, I view each challenge as a new opportunity to innovate and push the boundaries of model performance. I believe that every dataset tells a story and every model presents a puzzle waiting to be solved :jigsaw:.

Outside of my academic life, I enjoy staying active through calisthenics :man_cartwheeling: and swimming :swimming_man:.

News

Mar 26, 2024 Thrilled to share that my first paper as first author has been accepted at SIGIR 2024. You can read the ArXiv here The Power of Noise.
Dec 04, 2023 Honored to be invited to Meta’s Project Aria Workshop in Menlo Park!
Nov 01, 2023 Starting a PhD in Artificial Intelligence at Sapienza University of Rome!

Selected Publications

  1. SIGIR
    The Power of Noise: Redefining Retrieval for RAG Systems
    Florin Cuconasu, Giovanni Trappolini , Federico Siciliano , and 5 more authors
    CoRR, 2024
  2. AIxIA
    RRAML: Reinforced Retrieval Augmented Machine Learning
    Andrea Bacciu , Florin Cuconasu, Federico Siciliano , and 3 more authors
    In Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023 DP) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 6-9, 2023 , 2023