Lorenza Babbini

Dr. Lorenza Babbini

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Research Focus & Metrics

Academic Career Length

2Years (2025-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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12 May 2025 in Applied Sciences
Verified
Journal Article
Open access
PDF file
Paolo Tagliolato Acquaviva d'AragonaPaolo Tagliolato Acquaviva d'Aragona
Paolo Tagliolato Acquaviva d'Aragona
Gloria BordognaGloria Bordogna
Gloria Bordogna
LBLorenza Babbini
Lorenza Babbini
ALAlessandro Lotti
Alessandro Lotti
Annalisa MinelliAnnalisa Minelli
Annalisa Minelli
AOAlessandro Oggioni
Alessandro Oggioni
This contribution outlines the design of a Knowledge Hub of heterogeneous documents related to the UNEP/MAP Barcelona Convention system. The Knowledge Hub is intended to serve as a resource to assist public authorities and users with different backgrounds and needs in accessing information efficiently; users should be able to either formulate natural language queries or to navigate a knowledge graph that is automatically generated to find relevant documents. The ad hoc retrieval task and the Knowledge Hub creation are defined based on state-of-the-art Large Language Models (LLMs). Specifically, this contribution focuses on a user-evaluation experiment that tested publicly available pretrained foundation Large Language Models (LLMs) for retrieving a subset of documents with varying lengths and topics.