ANDREA BACCIU

PhD Student

PhD program:: XXXVII
email: bacciu@diag.uniroma1.it
building: Department of Computer, Control, and Management Engineering, Via Ariosto, 25, 00185 Roma RM
room: A101




supervisor: Fabrizio Silvestri
co-supervisor: Nicola Tonellotto

Research: Generating Query

Andrea Bacciu is a PhD student in Natural Language Processing.
His research deals with Large Language Models, Information Retrieval with a focus on synthetic query generation.

Previously Applied Scientist Intern @ Amazon Alexa.

In 2021, he was one of the winners of a doctoral fellowship for the National PhD in Artificial Intelligence at La Sapienza in Rome.
Winner of the Outstanding Long Paper Award @ NAACL 2021 for presenting a state-of-the-art Cross-lingual Semantic Role Labeling model.
He graduated with honours in Computer Science.

Research products

11573/1716988 - 2024 - DanteLLM: Let’s Push Italian LLM Research Forward!
Bacciu, Andrea; Campagnano, Cesare; Trappolini, Giovanni; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: LREC-COLING (Turin; Italy)
book: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) - (9782493814104)

11573/1716987 - 2024 - Handling Ontology Gaps in Semantic Parsing
Bacciu, Andrea; Damonte, Marco; Basaldella, Marco; Monti, Emilio - 04b Atto di convegno in volume
conference: *SEM 2024 (Città del Messico)
book: Proceedings of the 13th Joint Conference on Lexical and Computational Semantics (*SEM 2024) - ()

11573/1701860 - 2023 - RRAML: Reinforced Retrieval Augmented Machine Learning
Bacciu, A.; Cuconasu, F.; Siciliano, F.; Silvestri, F.; Tonellotto, N.; Trappolini, G. - 04b Atto di convegno in volume
conference: 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)
book: 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) - ()

11573/1689394 - 2023 - Integrating Item Relevance in Training Loss for Sequential Recommender Systems
Bacciu, Andrea; Siciliano, Federico; Tonellotto, Nicola; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: RecSys '23: 17th ACM Conference on Recommender Systems (Singapore)
book: RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems - (9798400702419)

11573/1698182 - 2023 - Fauno: The Italian Large Language Model that will leave you senza parole!
Bacciu, Andrea; Trappolini, Giovanni; Santilli, Andrea; Rodolà, Emanuele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: IIR2023: 13th Italian Information Retrieval Workshop (Pisa; Italy)
book: Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023) Pisa, Italy, June 8-9, 2023 - ()

11573/1637620 - 2022 - Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images
Avola, D.; Bacciu, A.; Cinque, L.; Fagioli, A.; Marini, M. R.; Taiello, R. - 01a Articolo in rivista
paper: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (Elsevier Science Ireland Limited:PO Box 85, Limerick Ireland:011 353 61 709600, 011 353 61 61944, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: 011 353 61 709114) pp. 1-12 - issn: 0169-2607 - wos: WOS:000869041700005 (23) - scopus: 2-s2.0-85129701097 (29)

11573/1569652 - 2021 - Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources
Conia, Simone; Bacciu, Andrea; Navigli, Roberto - 04b Atto di convegno in volume
conference: North American Association for Computational Linguistics (Online)
book: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - (978-1-954085-46-6)

11573/1446340 - 2019 - Cross-domain authorship attribution combining instance-based and profile-based features notebook for PAN at CLEF 2019
Bacciu, A.; La Morgia, M.; Mei, A.; Nemmi, E. N.; Neri, V.; Stefa, J. - 04b Atto di convegno in volume
conference: 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 (Lugano; Switzerland)
book: CEUR Workshop Proceedings - ()

11573/1446354 - 2019 - Bot and gender detection of twitter accounts using distortion and LSA notebook for PAN at CLEF 2019
Bacciu, A.; La Morgia, M.; Mei, A.; Nemmi, E. N.; Neri, V.; Stefa, J. - 04b Atto di convegno in volume
conference: 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 (Lugano; Switzerland)
book: CEUR Workshop Proceedings - ()

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