Pubblicazioni

DanteLLM: Let’s Push Italian LLM Research Forward!

2024 - Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Bacciu, Andrea; Campagnano, Cesare; Trappolini, Giovanni; Silvestri, Fabrizio

Modellamento del linguaggio generato da esseri umani e da intelligenze artificiali generative tramite la teoria della complessità

2024 - Memorie - XXXVIII Riunione Nazionale dei Ricercatori di Elettrotecnica
Rizzi, Antonello; DE SANTIS, Enrico

From bag-of-words to transformers: a comparative study for text classification in healthcare discussions in social media

2024 - IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
DE SANTIS, Enrico; Martino, Alessio; Ronci, Francesca; Rizzi, Antonello

LPG Semantic Ontologies: A Tool for Interoperable Schema Creation and Management

2024 - INFORMATION
Bernasconi, Eleonora; Ceriani, Miguel; Ferilli, Stefano

Linguaggio - Corpo, interazione sociale e intelligenza artificiale

2024 - Quasi viventi - Il mondo digitale dalla A alla Z
Borghi, ANNA MARIA

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation

2024 - Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024)
Cuconasu, Florin; Trappolini, Giovanni; Siciliano, Federico; Filice, Simone; Campagnano, Cesare; Maarek, Yoelle; Tonellotto, Nicola; Silvestri, Fabrizio

A preliminary study on Business Process-aware Large Language Models

2024 - Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024
Luca Bernardi, Mario; Casciani, Angelo; Cimitile, Marta; Marrella, Andrea

A Service-Based Pipeline for Complex Linguistic Tasks Adopting LLMs and Knowledge Graphs

2024 - Service-Oriented Computing
Bianchini, Filippo; Calamo, Marco; De Luzi, Francesca; Macri, Mattia; Mecella, Massimo

ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering

2024 - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Molfese, Francesco Maria; Conia, Simone; Orlando, Riccardo; Navigli, Roberto

Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs

2024 - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Conia, Simone; Lee, Daniel; Li, Min; Minhas, Umar Farooq; Potdar, Saloni; Li, Yunyao

Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data

2024 - Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024)
Orlando, Riccardo; Moroni, Luca; Huguet Cabot, Pere-Lluís; Barba, Edoardo; Conia, Simone; Orlandini, Sergio; Fiameni, Giuseppe; Navigli, Roberto

Watermarks in the Sand: Impossibility of Strong Watermarking for Language Models

2024 - Proceedings of Machine Learning Research
Zhang, H.; Edelman, B. L.; Francati, D.; Venturi, D.; Ateniese, G.; Barak, B.

Automated Analysis of Algorithm Descriptions Quality, Through Large Language Models

2024 - Generative Intelligence and Intelligent Tutoring Systems. 20th International Conference, ITS 2024, Thessaloniki, Greece, June 10–13, 2024. Proceedings, Part I
Sterbini, A.; Temperini, M.

Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs

2024 - International Conference on Pattern Recognition Applications and Methods
Ceccarelli, F.; Giusti, L.; Holden, S. B.; Lio, P.

Composing Smart Data Services in Shop Floors Through Large Language Models

2024 - Service-Oriented Computing
Mathew, Jerin George; Monti, Flavia; Firmani, Donatella; Leotta, Francesco; Mandreoli, Federica; Mecella, Massimo

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