| 2025 | NAACL | Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. | Luca Moroni, Giovanni Puccetti, Pere-Llus Huguet Cabot, Andrei Stefan Bejgu, Alessio Miaschi, Edoardo Barba, Felice Dell'Orletta, Andrea Esuli, Roberto Navigli |
| 2024 | ACL | Word Sense Linking: Disambiguating Outside the Sandbox. | Andrei Stefan Bejgu, Edoardo Barba, Luigi Procopio, Alberte Fernndez-Castro, Roberto Navigli |
| 2024 | ACL | Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends. | Giuliano Martinelli, Edoardo Barba, Roberto Navigli |
| 2024 | ACL | ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget. | Riccardo Orlando, Pere-Llus Huguet Cabot, Edoardo Barba, Roberto Navigli |
| 2024 | ACL | Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! | Stefano Perrella, Lorenzo Proietti, Alessandro Scir, Edoardo Barba, Roberto Navigli |
| 2024 | EMNLP | Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics. | Stefano Perrella, Lorenzo Proietti, Pere-Llus Huguet Cabot, Edoardo Barba, Roberto Navigli |
| 2024 | GECCO | The Effect of Training Schedules on Morphological Robustness and Generalization. | Edoardo Barba, Anil Yaman, Giovanni Iacca |
| 2024 | NAACL | MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus. | Simone Conia, Edoardo Barba, Abelardo Carlos Martinez Lorenzo, Pere-Llus Huguet Cabot, Riccardo Orlando, Luigi Procopio, Roberto Navigli |
| 2023 | ACL | DMLM: Descriptive Masked Language Modeling. | Edoardo Barba, Niccol Campolungo, Roberto Navigli |
| 2023 | EACL | Entity Disambiguation with Entity Definitions. | Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli |
| 2023 | EMNLP | Code-Switching with Word Senses for Pretraining in Neural Machine Translation. | Vivek Iyer, Edoardo Barba, Alexandra Birch, Jeff Z. Pan, Roberto Navigli |
| 2023 | IJCNLP | LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries. | Federico Martelli, Luigi Procopio, Edoardo Barba, Roberto Navigli |
| 2022 | AAAI | STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach. | Sveva Pepe, Edoardo Barba, Rexhina Blloshmi, Roberto Navigli |
| 2022 | ACL | ExtEnD: Extractive Entity Disambiguation. | Edoardo Barba, Luigi Procopio, Roberto Navigli |
| 2022 | EMNLP | Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures. | Simone Conia, Edoardo Barba, Alessandro Scir, Roberto Navigli |
| 2021 | EMNLP | ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension. | Edoardo Barba, Luigi Procopio, Roberto Navigli |
| 2021 | IJCAI | Exemplification Modeling: Can You Give Me an Example, Please? | Edoardo Barba, Luigi Procopio, Caterina Lacerra, Tommaso Pasini, Roberto Navigli |
| 2021 | IJCAI | MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation. | Luigi Procopio, Edoardo Barba, Federico Martelli, Roberto Navigli |
| 2021 | NAACL | ESC: Redesigning WSD with Extractive Sense Comprehension. | Edoardo Barba, Tommaso Pasini, Roberto Navigli |
| 2020 | IJCAI | MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation. | Edoardo Barba, Luigi Procopio, Niccol Campolungo, Tommaso Pasini, Roberto Navigli |