Giuseppe Gallipoli

Dottorando in Ingegneria Informatica E Dei Sistemi , 38^o ciclo (2022-2025)
Dipartimento di Automatica e Informatica (DAUIN)

Docente esterno e/o collaboratore didattico
Dipartimento di Automatica e Informatica (DAUIN)

giuseppe.gallipoli@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Conversational AI and Big Data for digitally oriented factories

Tutori

Presentazione della ricerca

Interessi di ricerca

Data science, Computer vision and AI

Biografia

Giuseppe Gallipoli received his M.Sc. degree in Data Science and Engineering from Politecnico di Torino in 2022. In 2023, he joined the DBDM Group at the same institution as a Ph.D. candidate, where he began working on Conversational AI. His research focuses on leveraging the unique characteristics of conversational data to develop more effective solutions for both new applications and traditional NLP tasks applied to the conversational domain. Specifically, he is currently working on Large Language Models, Text Summarization, and Text Style Transfer.

Didattica

Insegnamenti

Corso di laurea magistrale

Deep natural language processing. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Deep natural language processing. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

MostraNascondi A.A. passati

Corso di laurea di 1° livello

Basi di dati. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
Basi di dati. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
Basi di dati. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso

MostraNascondi A.A. passati

Ricerca

Gruppi di ricerca

DBDM - Database and Data Mining Group (DAUIN)

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Gallipoli, Giuseppe; Cagliero, Luca; Mosca, Alessandro; Miola, Arianna; Borghi, Daniele (2025)
Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis. In: The 9th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP), Barcelona (ES), March 25, 2025, pp. 1-7. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)
Gallipoli, Giuseppe; Cagliero, Luca (2025)
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language. In: The 31st International Conference on Computational Linguistics, Abu Dhabi (UAE), January 19-24 2025, pp. 9656-9674
Contributo in Atti di Convegno (Proceeding)
Rege Cambrin, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, ... (2024)
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning. In: The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, November 12 –16, 2024, pp. 12060-12079
Contributo in Atti di Convegno (Proceeding)
La Quatra, Moreno; Gallipoli, Giuseppe; Cagliero, Luca (2024)
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks. In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, vol. 15, pp. 1-38. ISSN 2157-6912
Contributo su Rivista
Karimi, Zahra; Gallipoli, Giuseppe; Cagliero, Luca; Chicco, Francesca; Rosa, Carola; ... (2024)
Empowering University-level Help Desk for International Applicants with AI Chatbots. In: 2024 IEEE International Conference on Big Data (BigData), Washington DC (USA), December 15-18 2024, pp. 5263-5270. ISBN: 979-8-3503-6248-0
Contributo in Atti di Convegno (Proceeding)