Pubblicazioni di Navigli Roberto

2024

Proietti Lorenzo, Perrella Stefano, Tedeschi Simone, Vulpis Giulia, Lavalle Leonardo, Sanchietti Andrea, Ferrari Andrea, Navigli Roberto

Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 2024: 924-938

Molfese FRANCESCO MARIA, Bejgu ANDREI STEFAN, Tedeschi Simone, Conia Simone, Navigli Roberto

CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) 2024: 2209-2220

2023

Martinez Lorenzo Abelardo Carlos, Huguet Cabot Pere Lluís, Navigli Roberto

AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 2023: 1595-1605

Purificato Antonio, Navigli Roberto

APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection. Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023) 2023: -

Navigli R., Conia S., Ross B.

Biases in Large Language Models: Origins, Inventory, and Discussion. ACM JOURNAL OF DATA AND INFORMATION QUALITY 2023: 1-21

Martinez Lorenzo Abelardo Carlos, Huguet Cabot Pere Lluís, Navigli Roberto

Cross-lingual AMR Aligner: Paying Attention to Cross-Attention. Findings of the Association for Computational Linguistics: ACL 2023 2023: 1726-1742

Scirè Alessandro, Conia Simone, Ciciliano Simone, Navigli Roberto

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization. Findings of the Association for Computational Linguistics: ACL 2023 2023: -

Procopio Luigi, Conia Simone, Barba Edoardo, Navigli Roberto

Entity Disambiguation with Entity Definitions. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics 2023: -

Orlando Riccardo, Conia Simone, Navigli Roberto

Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities. Findings of the Association for Computational Linguistics: ACL 2023 2023: -

Vasylenko Pavlo, Huguet Cabot Pere Lluís, Martinez Lorenzo Abelardo Carlos, Navigli Roberto

Incorporating Graph Information in Transformer-based AMR Parsing. Findings of the Association for Computational Linguistics: ACL 2023 2023: 1995-2011

Martelli Federico, Procopio Luigi, Barba Edoardo, Navigli Roberto

LexicoMatic: Automatic Creation of Multilingual Lexical-Semantic Dictionaries. Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics 2023: -

HUGUET CABOT PERE-LLUIS, Tedeschi Simone, Ngonga Ngomo Axel-Cyrille, Navigli Roberto

REDFM: a Filtered and Multilingual Relation Extraction Dataset. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2023: -

Navigli R., Orlando R., Campagnano C., Conia S.

Universal Semantic Annotator. European Language Grid 2023: 349-354

Tedeschi Simone, Bos Johan, Declerck THIERRY CHRISTIAN P., Hajič Jan, Hershcovich Daniel, Hovy EDUARD HENDRIK, Koller ALEXANDER CHRISTIAN, Krek Simon, Schockaert Steven, Sennrich RICO BEAT, Shutova Ekaterina, Navigli Roberto

What's the Meaning of Superhuman Performance in Today's NLU?. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2023: -

Martelli Federico, Bejgu ANDREI STEFAN, Campagnano Cesare, Čibej Jaka, Costa Rute, Gantar Apolonija, Kallas Jelena, Koeva Svetla, Koppel Kristina, Krek Simon, Langemets Margit, Lipp Veronika, Nimb Sanni, Olsen Sussi, Sandford Pedersen Bolette, Quochi Valeria, Salgado Ana, Simon László, Tiberius Carole, Ureña-Ruiz Rafael-J, Navigli Roberto

XL-WA: a Gold Evaluation Benchmark for Word Alignment in 14 Language Pairs. Proceedings of the Ninth Italian Conference on Computational Linguistics 2023: -

2022

Navigli Roberto, Barba Edoardo, Conia Simone, Blloshimi Rexhina

A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing. Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing 2022: 35-43

Navigli Roberto, Blloshmi Rexhina, Martinez Lorenzo Abelardo Carlos

BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers. BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers 2022: 12274-12279

Campolungo Niccolò, Martelli Federico, Saina Francesco, Navigli Roberto

DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022: 4331-4352

Scott Keh Sedrick, Bharadwaj Rohit K., Liu Emmy, Tedeschi Simone, Gangal Varun, Navigli Roberto

EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation. Proceedings of the 3rd Workshop on Figurative Language Processing (FLP) 2022: -

Barba Edoardo, Procopio Luigi, Navigli Roberto

ExtEnD: Extractive Entity Disambiguation. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics 2022: 2478-2488

Martinez Lorenzo Abelardo Carlos, Maru Marco, Navigli Roberto

Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022: 1727-1741

Tedeschi Simone, Martelli Federico, Navigli Roberto

ID10M: Idiom Identification in 10 Languages. Findings of the Association for Computational Linguistics: NAACL 2022 2022: 2715-2726

Perrella Stefano, Proietti Lorenzo, Scirè Alessandro, Campolungo Niccolò, Navigli Roberto

MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem. Proceedings of the Seventh Conference on Machine Translation (WMT) 2022: 569-577

Tedeschi Simone, Navigli Roberto

MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation). Findings of the Association for Computational Linguistics: NAACL 2022 2022: 801-812

Tedeschi Simone, Navigli Roberto

NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) 2022: 204-210

Maru Marco, Conia Simone, Bevilacqua Michele, Navigli Roberto

Nibbling at the Hard Core of Word Sense Disambiguation. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics 2022: 4724-4737

Conia Simone, Navigli Roberto

Probing for Predicate Argument Structures in Pretrained Language Models. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics 2022: 4622-4632

Campolungo Niccolò, Pasini Tommaso, Emelin Denis, Navigli Roberto

Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 2022: 4824-4838

Conia Simone, Barba Edoardo, Scirè Alessandro, Navigli Roberto

Semantic Role Labeling meets definition modeling: Using natural language to describe predicate-argument structures. Findings of the Association for Computational Linguistics: EMNLP 2022 2022: 4253-4270

Tu Jingxuan, Holderness Eben, Maru Marco, Conia Simone, Rim Kyeongmin, Lynch Kelley, Brutti Richard, Navigli Roberto, Pustejovsky James

SemEval-2022 Task 9: R2VQ – Competence-based Multimodal Question Answering. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) 2022: 1244-1255

Campagnano Cesare, Conia Simone, Navigli Roberto

SRL4E - Semantic Role Labeling for Emotions: A Unified Evaluation Framework. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022: 4586-4601

Pepe Sveva, Barba Edoardo, Blloshmi Rexhina, Navigli Roberto

STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach. Vol. 36 No. 10: AAAI-22 Technical Tracks 10 2022: 11156-11164

Orlando Riccardo, Conia Simone, Faralli Stefano, Navigli Roberto

Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. Proceedings of the 13th Language Resources and Evaluation Conference 2022: 2634-2641

Scarlini Bianca, Pasini Tommaso, Navigli Roberto

Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects. Proceedings of AAAI 2022 2022: 11267-11275

2021

Lacerra Caterina, Pasini Tommaso, Tripodi Rocco, Navigli Roberto

ALaSca: an Automated approach for Large-Scale Lexical Substitution. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021: 3836-3842

Orlando Riccardo, Conia Simone, Brignone Fabrizio, Cecconi Francesco, Navigli Roberto

AMuSE-WSD: an all-in-one multilingual system for easy word sense disambiguation. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations 2021: 298-307

Barba Edoardo, Procopio Luigi, Navigli Roberto

ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing 2021: 1492-1503

Martelli Federico, Navigli Roberto, Krek Simon, Kallas Jelena, Gantar Polona, Koeva Svetla, Nimb Sanni, Sandford Pedersen Bolette, Olsen Sussi, Langemets Margit, Koppel Kristina, Üksik Tiiu, Dobrovoljc Kaja, Ureña-Ruiz Rafael-J., Sancho-Sánchez José-Luis, Lipp Veronika, Váradi Tamás, Győrffy András, László Simon, Quochi Valeria, Monachini Monica, Frontini Francesca, Tiberius Carole, Tempelaars Rob, Costa Rute, Salgado Ana, Čibej Jaka, Munda Tina

Designing the ELEXIS Parallel Sense-Annotated Dataset in 10 European Languages. Proceedings of eLex 2021 2021: -

Barba Edoardo, Pasini Tommaso, Navigli Roberto

ESC: Redesigning WSD with Extractive Sense Comprehension. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 2021 2021: -

Barba Edoardo, Procopio Luigi, Lacerra Caterina, Pasini Tommaso, Navigli Roberto

Exemplification Modeling: Can You Give Me an Example, Please?. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021: 3779-3785

Conia S., Navigli R.

Framing word sense disambiguation as a multi-label problem for model-agnostic knowledge integration. EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference 2021: 3269-3275

Blloshmi Rexhina, Conia Simone, Tripodi Rocco, Navigli Roberto

Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) 2021: 3786-3793

Lacerra Caterina, Tripodi Rocco, Navigli Roberto

GeneSis: A Generative Approach to Substitutes in Context. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing 2021: 10810-10823

El Sheikh Ahmed, Bevilacqua Michele, Navigli Roberto

Integrating personalized pagerank into neural word sense disambiguation. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing 2021: 9092-9098

Conia Simone, Orlando Riccardo, Brignone Fabrizio, Cecconi Francesco, Navigli Roberto

InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations 2021: 319-328

Blloshmi Rexhina, Pasini Tommaso, Campolungo Niccolò, Banerjee Somnath, Navigli Roberto, Pasi Gabriella

IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages. Proceedings of the 2021 Conference on Empirical Methods in Natural Language 2021: 1030-1041

Hogan A., Blomqvist E., Cochez M., D'Amato C., Melo G. D., Gutierrez C., Kirrane S., Gayo J. E. L., Navigli R., Neumaier S., Ngomo A. -C. N., Polleres A., Rashid S. M., Rula A., Schmelzeisen L., Sequeda J., Staab S., Zimmermann A.

Knowledge graphs. ACM COMPUTING SURVEYS 2021: 1-37

Procopio Luigi, Barba Edoardo, Martelli Federico, Navigli Roberto

MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21 2021: -

Tedeschi Simone, Conia Simone, Cecconi Francesco, Navigli Roberto

Named entity recognition for entity linking: what works and what’s next. Findings of the Association for Computational Linguistics: EMNLP 2021 2021: 2584-2596

Bevilacqua Michele, Blloshmi Rexhina, Navigli Roberto

One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline. AAAI-21 Technical Tracks 14 2021: 12564-12573