Pubblicazioni

Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs

2024 - Proceedings of the AAAI Conference on Artificial Intelligence
Conia, Simone; Lee, Daniel; Li, Min; Minhas, Umar Farooq; Li, Yunyao

Validation of the quality analysis of medical artificial intelligence (QAMAI) tool. A new tool to assess the quality of health information provided by AI platforms

2024 - EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY
Vaira, Luigi Angelo; Lechien, Jerome R.; Abbate, Vincenzo; Allevi, Fabiana; Audino, Giovanni; Beltramini, Giada Anna; Bergonzani, Michela; Boscolo-Rizzo, Paolo; Califano, Gianluigi; Cammaroto, Giovanni; Chiesa-Estomba, Carlos M.; Committeri, Umberto; Crimi, Salvatore; Curran, Nicholas R.; di Bello, Francesco; di Stadio, Arianna; Frosolini, Andrea; Gabriele, Guido; Gengler, Isabelle M.; Lonardi, Fabio; Maglitto, Fabio; Mayo-Yáñez, Miguel; Petrocelli, Marzia; Pucci, Resi; Saibene, Alberto Maria; Saponaro, Gianmarco; Tel, Alessandro; Trabalzini, Franco; Trecca, Eleonora M. C.; Vellone, Valentino; Salzano, Giovanni; De Riu, Giacomo

CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts

2024 - Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
Molfese, FRANCESCO MARIA; Bejgu, ANDREI STEFAN; Tedeschi, Simone; Conia, Simone; Navigli, Roberto

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

AI-powered built heritage: enhancing interpretation and recovery processes with generative AI models

2024 - ReUSO 2024 Documentazione, restauro e rigenerazione sostenibile del patrimonio costruito
Cui, CASSIA DE LIAN; Curra', Edoardo; Fioravanti, Antonio; Yan, Wei

The sustainable challenge: Where does social psychology stand in achieving the sustainable development goals?

2024 - BRITISH JOURNAL OF SOCIAL PSYCHOLOGY
Prandelli, Marta; Rizzoli, Valentina; Tolusso, Emiliano

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

Revolutionizing cytology and cytopathology with natural language processing and chatbot technologies: a narrative review on current trends and future directions

2024 - BIOENGINEERING
Lastrucci, Andrea; Giarnieri, Enrico; Carico, Elisabetta; Giansanti, Daniele

Universal Semantic Annotator

2023 - European Language Grid
Navigli, R.; Orlando, R.; Campagnano, C.; Conia, S.

An Unsupervised Graph-Based Approach for Detecting Relevant Topics: A Case Study on the Italian Twitter Cohort during the Russia–Ukraine Conflict

2023 - INFORMATION
DE SANTIS, Enrico; Martino, Alessio; Ronci, Francesca; Rizzi, Antonello

Automated Natural Language Processing-Based Supplier Discovery for Financial Services

2023 - BIG DATA
Papa, Mauro; Chatzigiannakis, Ioannis; Anagnostopoulos, Aristidis

Towards artificial intelligence applications in next generation cytopathology

2023 - BIOMEDICINES
Giarnieri, Enrico; Scardapane, Simone

The identity-attitude nexus in the representation of energy transition in a coal region (Sulcis, Italy). An exploration through Structural Topic Model

2023 - EUROPEAN JOURNAL OF SOCIAL PSYCHOLOGY
Rizzoli, Valentina; Biddau, Fulvio; Sarrica, Mauro

NLP-Based Management of Large Multiple-Choice Test Item Repositories

2023 - THE JOURNAL OF LEARNING ANALYTICS
Albano, Valentina; Firmani, Donatella; Laura, Luigi; Mathew, JERIN GEORGE; Lucia Paoletti, Anna; Torrente, Irene

Biases in Large Language Models: Origins, Inventory, and Discussion

2023 - ACM JOURNAL OF DATA AND INFORMATION QUALITY
Navigli, R.; Conia, S.; Ross, B.

Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs

2023 - Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Conia, Simone; Li, Min; Lee, Daniel; Farooq Minhas, Umar; Ilyas, Ihab; Li, Yunyao

AVEN-GR: Attribute value extraction and normalization using product graphs

2023 - Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track)
Crisostomi, Donato; Ricatte, Thomas

Measuring bias in Instruction-Following models with P-AT

2023 - Findings of the Association for Computational Linguistics: EMNLP 2023
Onorati, Dario; Ruzzetti Elena, Sofia; Venditti, Davide; Ranaldi, Leonardo; Zanzotto Fabio, Massimo

Investigating Gender Bias in Large Language Models for the Italian Language

2023 - Italian Conference on Computational Linguistics 2023
Sofia Ruzzetti, Elena; Onorati, Dario; Ranaldi, Leonardo; Venditti, Davide; Massimo Zanzotto, Fabio

Accelerating Transformer Inference for Translation via Parallel Decoding

2023 - Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Santilli, Andrea; Severino, Silvio; Postolache, Emilian; Maiorca, Valentino; Mancusi, Michele; Marin, Riccardo; Rodola, Emanuele

A Reading Comprehension Interface for Students with Learning Disorders

2023 - ICMI '23 Companion: Companion Publication of the 25th International Conference on Multimodal Interaction
Galletti, Martina; Pasqua, Eleonora; Bianchi, Francesca; Calanca, Manuela; Padovani, Francesca; Nardi, Daniele; Tomaiuoli, Donatella

An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19

2022 - INFORMATION
De Magistris, Giorgio; Russo, Samuele; Roma, Paolo; Starczewski, Janusz T.; Napoli, Christian

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