| 2026 | EACL | PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain. | Kamyar Zeinalipour, Andrea Zugarini, Asya Zanollo, Leonardo Rigutini |
| 2025 | IJCNN | Comparative Analysis of Token Classification and Zero-Shot LLM Approaches for Named Entity Recognition in the Business Domain. | Marco Stefanelli, Marco Maggini, Leonardo Rigutini |
| 2025 | IJCNN | Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER. | Andrew Zamai, Andrea Zugarini, Leonardo Rigutini, Marco Ernandes, Marco Maggini |
| 2024 | AIED | A Turkish Educational Crossword Puzzle Generator. | Kamyar Zeinalipour, Yusuf Gkberk Keptig, Marco Maggini, Leonardo Rigutini, Marco Gori |
| 2024 | COLING | Clue-Instruct: Text-Based Clue Generation for Educational Crossword Puzzles. | Andrea Zugarini, Kamyar Zeinalipour, Surya Sai Kadali, Marco Maggini, Marco Gori, Leonardo Rigutini |
| 2023 | EMNLP | Multi-word Tokenization for Sequence Compression. | Leonidas Gee, Leonardo Rigutini, Marco Ernandes, Andrea Zugarini |
| 2023 | EMNLP | BUSTER: a "BUSiness Transaction Entity Recognition" dataset. | Andrea Zugarini, Andrew Zamai, Marco Ernandes, Leonardo Rigutini |
| 2023 | ICMLA | Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation. | Kamyar Zeinalipour, Tommaso Iaquinta, Giovanni Angelini, Leonardo Rigutini, Marco Maggini, Marco Gori |
| 2023 | IJCNN | Linguistic Feature Injection for Efficient Natural Language Processing. | Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini, Marco Maggini, Michelangelo Diligenti |
| 2023 | IJCNN | SAGE: Semantic-Aware Global Explanations for Named Entity Recognition. | Andrea Zugarini, Leonardo Rigutini |
| 2022 | EMNLP | Fast Vocabulary Transfer for Language Model Compression. | Leonidas Gee, Andrea Zugarini, Leonardo Rigutini, Paolo Torroni |
| 2018 | LREC | Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources. | Stefano Melacci, Achille Globo, Leonardo Rigutini |
| 2010 | ECAI | Multitask Kernel-based Learning with Logic Constraints. | Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini |
| 2009 | ICANN | A Maximum-Likelihood Connectionist Model for Unsupervised Learning over Graphical Domains. | Edmondo Trentin, Leonardo Rigutini |
| 2008 | ICANN | A Neural Network Approach for Learning Object Ranking. | Leonardo Rigutini, Tiziano Papini, Marco Maggini, Monica Bianchini |
| 2008 | ICMLA | A Fully Automatic Crossword Generator. | Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori |
| 2007 | IJCAI | An Adaptive Context-Based Algorithm for Term Weighting: Application to Single-Word Question Answering. | Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli |
| 2006 | ECAI | Adaptive Context-Based Term (Re)Weighting: An Experiment on Single-Word Question Answering. | Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli |
| 2006 | ECAI | Automatic Term Categorization by Extracting Knowledge from the Web. | Leonardo Rigutini, Ernesto Di Iorio, Marco Ernandes, Marco Maggini |