Dottorato in Intelligenza Artificiale , 38o ciclo (2022-2025)
Dottorato concluso nel 2026
Tesi:
Efficient Adaptation of Large Language Models in Natural Language Processing (Abstract)
Tutori:
Gabriella PasiAlessandro RaganatoPubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Braga, Marco; Raganato, Alessandro; Pasi, Gabriella (2026)
MAdaKron: a Mixture-of-AdaKron Adapters. In: KNOWLEDGE-BASED SYSTEMS, vol. 334. ISSN 0950-7051
Contributo su Rivista - Braga, Marco; Macavaney, Sean; Macdonald, Craig; Pasi, Gabriella (2026)
Revealing MonoT5's Learning Mechanisms via Prompt-Token Adaptation. In: 48th European Conference on Information Retrieval (ECIR 2026), Delft (NL), March 29 – April 2, 2026, pp. 450-465. ISSN 0302-9743. ISBN: 9783032212887
Contributo in Atti di Convegno (Proceeding) - Tirico, Andrea; Braga, Marco; Murgia, Emiliana; Pasi, Gabriella (2026)
Modelling Children’s Language: Vikidia-based Resources to Support Italian Text Simplification. In: IEEE CAI 2026, Granada (ES), May 8-10, 2026, pp. 1659-1664. ISBN: 979-8-3315-6039-3
Contributo in Atti di Convegno (Proceeding) - Braga, Marco (2026)
Efficient Adaptation of Large Language Models in Natural Language Processing. relatore: PASI, G., RAGATO ., XXXVIII, P.: 262
Doctoral Thesis - Braga, Marco; Kasela, Pranav; Raganato, Alessandro; Pasi, Gabriella (2025)
Investigating Task Arithmetic for Zero-Shot Information Retrieval. In: SIGIR '25: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Padua (ITA), July 13 - 18, 2025, pp. 2738-2743. ISBN: 9798400715921
Contributo in Atti di Convegno (Proceeding) - Kasela, Pranav; Braga, Marco; Ghiotto, Alessandro; Pilzer, Andrea; Viviani, Marco; ... (2025)
DIETA: A Decoder-only Transformer-based Model for Italian-English Machine TrAnslation. In: Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), Cagliari (ITA), September 24 — 26, 2025, pp. 539-549. ISBN: 979-12-243-0587-3
Contributo in Atti di Convegno (Proceeding) - Kasela, Pranav; Braga, Marco; Sokli, Effrosyni; Milanese, Gian Carlo; Peikos, Georgios; ... (2025)
Overview of the PIR Track at FIRE 2024: Evaluation of Personalised Information Retrieval. In: 16th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2024, Gandhinagar (IND), December 12 - 15, 2024, pp. 11-13. ISBN: 979-8-4007-1318-7
Contributo in Atti di Convegno (Proceeding) - Braga, Marco; Kasela, Pranav; Raganato, Alessandro; Pasi, Gabriella (2024)
Synthetic Data Generation with Large Language Models for Personalized Community Question Answering. In: 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024, Bangkok (THA), 09-12 December 2024, pp. 360-366. ISBN: 979-8-3315-0494-6
Contributo in Atti di Convegno (Proceeding) - Kasela, Pranav; Braga, Marco; Pasi, Gabriella; Perego, Raffaele (2024)
SE-PQA: StackExchange Personalized Community Question Answering. In: 14th Italian Information Retrieval Workshop, Udine (ITA), September 5-6, 2024, pp. 99-102
Contributo in Atti di Convegno (Proceeding) - Braga, Marco; Raganato, Alessandro; Pasi, Gabriella (2024)
AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product. In: LREC-COLING 2024, Torino (ITA), 20-25 Maggio 2024, pp. 350-357
Contributo in Atti di Convegno (Proceeding) - Braga, Marco (2024)
Personalized Large Language Models through Parameter Efficient Fine-Tuning Techniques. In: ACM SIGIR Conference on Research and Development in Information Retrieval 2024, Washington DC (USA), July 14 - 18, 2024, pp. 3076-3076. ISBN: 979-8-4007-0431-4
Contributo in Atti di Convegno (Proceeding) - Kasela, Pranav; Braga, Marco; Pasi, Gabriella; Perego, Raffaele (2024)
SE-PQA: Personalized Community Question Answering. In: WWW '24: The ACM Web Conference 2024, Singapore (SGP), 13-17 Maggio 2024, pp. 1095-1098. ISBN: 979-8-4007-0172-6
Contributo in Atti di Convegno (Proceeding) - Braga, Marco; Raganato, Alessandro; Pasi, Gabriella (2023)
Personalization in BERT with Adapter Modules and Topic Modelling. In: IIR 2023 Italian Information Retrieval Workshop 2023, Pisa (ITA), June 8-9, 2023, pp. 24-29. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; ... (2023)
Designing Logic Tensor Networks for Visual Sudoku puzzle classification. In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023), Certosa di Pontignano, Siena (Italia), July 3-5, 2023, pp. 223-232. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)