Ph.D. in Ingegneria Informatica E Dei Sistemi , 38^th cycle (2022-2025)

Ph.D. obtained in 2026

Dissertation:

Conversational AI and Summarization of Digital Sources (Abstract)

Tutors:

Luca Cagliero Paolo Garza Elena Maria Baralis

Profile

Research topic

Conversational AI and Summarization of Digital Sources

Keywords

Data science, Computer vision and AI

Biography

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.

Teaching

Teachings

Master of Science

Deep natural language processing. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Deep natural language processing. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Deep natural language processing. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

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Bachelor of Science

Basi di dati. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
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. 2025/26, INGEGNERIA GESTIONALE. Collaboratore del corso

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Research

Research groups

DBDM - Database and Data Mining Group

Publications

Works published during the Ph.D. View all publications in Porto@Iris

Gallipoli, Giuseppe (2026)
Conversational AI and Summarization of Digital Sources. relatore: CAGLIERO, LUCA; GARZA, PAOLO; , 38. XXXVIII Ciclo, P.: 266
Doctoral Thesis
Yassine, Ali; Savelli, Claudio; Napolitano, Davide; Gallipoli, Giuseppe; Cagliero, Luca; ... (2026)
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering. In: EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Bari (ITA), February 26th-27th, 2026, pp. 1-11. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)
Gallipoli, Giuseppe; Cagliero, Luca (2025)
In-Context Unlearning for Text Summarization using Large Language Models. In: 2025 IEEE 19th International Conference on Application of Information and Communication Technologies (AICT), Al Ain (UAE), 29-31 October 2025, pp. 1-6. ISBN: 979-8-3315-9342-1
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)
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; Papicchio, Simone; Vaiani, Lorenzo; Cagliero, Luca; Miola, Arianna; ... (2024)
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models. In: The Joint Workshop of the 7th Financial Technology and Natural Language Processing (FinNLP), the 5th Knowledge Discovery from Unstructured Data in Financial Services (KDF), and the 4th Economics and Natural Language Processing (ECONLP) Workshop (FinNLP-KD, Turin (ITA), 20 May, 2024, pp. 130-136
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)
Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo (2023)
Extractive Conversation Summarization Driven by Textual Entailment Prediction. In: 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT), Baku (AZ), 18-20 October 2023, pp. 1-6. ISBN: 979-8-3503-0356-8
Contributo in Atti di Convegno (Proceeding)
Gallipoli, Giuseppe; LA QUATRA, Moreno; REGE CAMBRIN, Daniele; Greco, Salvatore; ... (2023)
DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy. In: EVALITA 2023, Parma, September 7th-8th 2023
Contributo in Atti di Convegno (Proceeding)

More publicationsLess publications

Giuseppe Gallipoli

Ph.D. in Ingegneria Informatica E Dei Sistemi , 38th cycle (2022-2025)