MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation. - Edoardo Barba; Luigi Procopio; Niccolò Campolungo; Tommaso Pasini; Roberto Navigli (IJCAI, 2020)

ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension. - Edoardo Barba; Luigi Procopio; Roberto Navigli (EMNLP (1), 2021)

Exemplification Modeling: Can You Give Me an Example, Please? - Edoardo Barba; Luigi Procopio; Caterina Lacerra; Tommaso Pasini; Roberto Navigli (IJCAI, 2021)

MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation. - Luigi Procopio; Edoardo Barba; Federico Martelli; Roberto Navigli (IJCAI, 2021)

ESC: Redesigning WSD with Extractive Sense Comprehension. - Edoardo Barba; Tommaso Pasini; Roberto Navigli (NAACL-HLT, 2021)

STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach. - Sveva Pepe; Edoardo Barba; Rexhina Blloshmi; Roberto Navigli (AAAI, 2022)

ExtEnD: Extractive Entity Disambiguation. - Edoardo Barba; Luigi Procopio; Roberto Navigli (ACL (1), 2022)

Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures. - Simone Conia; Edoardo Barba; Alessandro Scirè; Roberto Navigli (EMNLP (Findings), 2022)

DMLM: Descriptive Masked Language Modeling. - Edoardo Barba; Niccolò Campolungo; Roberto Navigli (ACL (Findings), 2023)

Entity Disambiguation with Entity Definitions. - Luigi Procopio; Simone Conia; Edoardo Barba; Roberto Navigli (EACL, 2023)

Code-Switching with Word Senses for Pretraining in Neural Machine Translation. - Vivek Iyer; Edoardo Barba; Alexandra Birch; Jeff Z. Pan; Roberto Navigli (EMNLP (Findings), 2023)

LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries. - Federico Martelli; Luigi Procopio; Edoardo Barba; Roberto Navigli (IJCNLP (1), 2023)

Word Sense Linking: Disambiguating Outside the Sandbox. - Andrei Stefan Bejgu; Edoardo Barba; Luigi Procopio; Alberte Fernández-Castro; Roberto Navigli (ACL (Findings), 2024)

Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends. - Giuliano Martinelli 001; Edoardo Barba; Roberto Navigli (ACL (1), 2024)

ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget. - Riccardo Orlando; Pere-Lluís Huguet Cabot; Edoardo Barba; Roberto Navigli (ACL (Findings), 2024)

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! - Stefano Perrella; Lorenzo Proietti 002; Alessandro Scirè; Edoardo Barba; Roberto Navigli (ACL (1), 2024)

Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data. - Riccardo Orlando; Luca Moroni; Pere-Lluís Huguet Cabot; Simone Conia; Edoardo Barba; Sergio Orlandini; Giuseppe Fiameni; Roberto Navigli (CLiC-it, 2024)

Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics. - Stefano Perrella; Lorenzo Proietti 002; Pere-Lluís Huguet Cabot; Edoardo Barba; Roberto Navigli (EMNLP, 2024)

The Effect of Training Schedules on Morphological Robustness and Generalization. - Edoardo Barba; Anil Yaman; Giovanni Iacca (GECCO Companion, 2024)

MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus. - Simone Conia; Edoardo Barba; Abelardo Carlos Martinez Lorenzo; Pere-Lluís Huguet Cabot; Riccardo Orlando; Luigi Procopio; Roberto Navigli (NAACL-HLT, 2024)

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. - Luca Moroni; Giovanni Puccetti 002; Pere-Lluís Huguet Cabot; Andrei Stefan Bejgu; Alessio Miaschi; Edoardo Barba; Felice Dell'Orletta; Andrea Esuli; Roberto Navigli (NAACL (Findings), 2025)

EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge. - Klim Zaporojets; Daniel Daza; Edoardo Barba; Ira Assent; Roberto Navigli; Paul Groth (CoRR, 2025)