🧑‍🔬 Roberto Navigli — all works

61 works · ← Roberto Navigli

1. Knowledge GraphsACM Computing SurveysAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,014 citations
2. Entity Linking meets Word Sense Disambiguation: a Unified ApproachTransactions of the Association for Computational Linguistics (TACL)Andrea Moro, Alessandro Raganato, Roberto Navigli2014 · 933 citations
3. BabelNet: Building a Very Large Multilingual Semantic NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Roberto Navigli, Simone Paolo Ponzetto2010 · 656 citations
4. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonAlessandro Raganato, Jose Camacho-Collados, Roberto NavigliEnglish · 484 citations
5. REBEL: Relation Extraction By End-to-end Language generation ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetPere-Lluís Huguet Cabot, Roberto Navigli2021 · 370 citations
6. SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL)Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 349 citations
7. Embeddings for Word Sense Disambiguation: An Evaluation Study ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2016 · 327 citations
8. SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking ↗Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yetAndrea Moro, Roberto Navigli2015 · 326 citations
9. SemEval-2007 Task 10: English Lexical Substitution TaskInternational Workshop on Semantic EvaluationsDiana McCarthy, Roberto Navigli2007 · 323 citations
10. Neural Sequence Learning Models for Word Sense Disambiguation ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetAlessandro Raganato, Claudio Delli Bovi, Roberto Navigli2017 · 280 citations
11. OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction ↗Computational Linguistics · no summary yetPaola Velardi, Stefano Faralli, Roberto Navigli2013 · 258 citations
12. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationAnnual Meeting of the Association for Computational Linguistics (ACL)Michele Bevilacqua, Roberto Navigli2020 · 233 citations
13. SemEval-2007 Task 07: Coarse-Grained English All-Words TaskInternational Workshop on Semantic EvaluationsRoberto Navigli, Kenneth C. Litkowski, Orin Hargraves2007 · 227 citations
14. One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMichele Bevilacqua, Rexhina Blloshmi, Roberto Navigli A2021 · 214 citations
15. Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL)Roberto Navigli2006 · 213 citations
16. SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity ↗Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) · no summary yetJose Camacho-Collados et al.2017 · 203 citations
17. Learning Word-Class Lattices for Definition and Hypernym ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Roberto Navigli, Paola Velardi2010 · 201 citations
18. Clustering and Diversifying Web Search Results with Graph-Based Word Sense InductionComputational LinguisticsAntonio Di Marco, Roberto Navigli2013 · 185 citations
19. A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch ↗IJCAI-11 · no summary yetRoberto Navigli, Paola Velardi, Stefano Faralli2011 · 174 citations
20. SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetBianca Scarlini, Tommaso Pasini, Roberto Navigli A2020 · 169 citations
21. Graph Connectivity Measures for Unsupervised Word Sense DisambiguationIJCAI-07Roberto Navigli, Mirella Lapata2007 · 168 citations
22. With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetBianca Scarlini, Tommaso Pasini, Roberto Navigli2020 · 151 citations
23. SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval) ↗Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yetGeorgeta Bordea et al.2015 · 128 citations
24. SemEval-2018 Task 9: Hypernym Discovery ↗Proceedings of the 12th International Workshop on Semantic Evaluation · no summary yetJose Camacho-Collados et al.2018 · 118 citations
25. ESC: Redesigning WSD with Extractive Sense Comprehension ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetEdoardo Barba, Tommaso Pasini, Roberto Navigli2021 · 117 citations
26. WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetSimone Tedeschi et al.2021 · 114 citations
27. ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetEdoardo Barba, Luigi Procopio, Roberto Navigli2021 · 109 citations
28. Embedding Words and Senses Together via Joint Knowledge-Enhanced Training ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetMassimiliano Mancini et al.2017 · 93 citations
29. Generationary or «How We Went beyond Word Sense Inventories and Learned to Gloss»Michele Bevilacqua, Marco Maru, Roberto NavigliEnglish · 90 citations
30. XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetRexhina Blloshmi, Rocco Tripodi, Roberto Navigli2020 · 90 citations
31. VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto NavigliEnglish · 88 citations
32. Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic AnalysisTransactions of the Association for Computational Linguistics (TACL)Claudio Delli Bovi, Luca Telesca, Roberto Navigli2015 · 82 citations
33. A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense DisambiguationComputational LinguisticsMohammad Taher Pilehvar, Roberto Navigli2014 · 80 citations
34. SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMarco Maru et al.2019 · 78 citations
35. Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetTommaso Pasini, Roberto Navigli2017 · 77 citations
36. It's All Fun and Games until Someone Annotates: Video Games with a Purpose for Linguistic AnnotationTransactions of the Association for Computational Linguistics (TACL)David Jurgens, Roberto Navigli2014 · 68 citations
37. ExtEnD: Extractive Entity Disambiguation ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEdoardo Barba, Luigi Procopio, Roberto Navigli2022 · 63 citations
38. ID10M: Idiom Identification in 10 LanguagesFindings of the Association for Computational LinguisticsSimone Tedeschi, Federico Martelli, Roberto Navigli2022 · 49 citations
39. 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) · no summary yetNiccolò Campolungo et al.2022 · 49 citations
40. Nibbling at the Hard Core of Word Sense Disambiguation ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMarco Maru et al.2022 · 49 citations
41. SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetLuigi Procopio, Rocco Tripodi, Roberto Navigli2021 · 41 citations
42. Maverick: Efficient and Accurate Coreference Resolution Defying Recent TrendsAnnual Meeting of the Association for Computational Linguistics (ACL)Giuliano Martinelli, Edoardo Barba, Roberto Navigli2024 · 36 citations
43. MaTESe: Machine Translation Evaluation as a Sequence Tagging ProblemConference on Machine Translation (WMT)Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.2022 · 32 citations
44. Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!Annual Meeting of the Association for Computational Linguistics (ACL)Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.2024 · 24 citations
45. Incorporating Graph Information in Transformer-based AMR Parsing ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetPavlo Vasylenko et al.2023 · 24 citations
46. Beyond Correlation: Interpretable Evaluation of Machine Translation MetricsStefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot, et al.Machine translation · 15 citations
47. SPRING Goes Online: End-to-End AMR Parsing and Generation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetRexhina Blloshmi et al.2021 · 14 citations
48. Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetLorenzo Proietti, Stefano Perrella, Roberto Navigli2025 · 12 citations
49. 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) · no summary yetAbelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli2023 · 12 citations
50. DiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine TranslationComputational LinguisticsFederico Martelli, Stefano Perrella, Niccolò Campolungo, et al.2025 · 11 citations
51. Cross-lingual AMR Aligner: Paying Attention to Cross-Attention ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetAbelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli2023 · 8 citations
52. Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: A Case Study on Latin ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetIacopo Ghinassi et al.2024 · 5 citations
53. Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and OpportunitiesRiccardo Orlando, Simone Conia, Roberto NavigliEnglish · 5 citations
54. Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetAbelardo Carlos Martinez Lorenzo, Roberto Navigli2024 · 4 citations
55. Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Raffaele Pisano, Roberto Navigli2026 · 1 citation
56. ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Francesco Maria Molfese, Luca Moroni, Ciro Porcaro, et al.2026 · 1 citation
57. Truth or Mirage? Towards End-To-End Factuality Evaluation with LLM-O asisComputational LinguisticsAlessandro Scirè, Andrei Stefan Bejgu, Simone Tedeschi, et al.2026 · 1 citation
58. BOOKCOREF: Coreference Resolution at Book Scale ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGiuliano Martinelli et al.2025 · 1 citation
59. Cultural and Knowledge Biases in LLMs through the Lens of Entity-Aware Machine TranslationLanguage Resources and Evaluation Conference (LREC)Lu Xu, Luca Moroni, Roberto Navigli2026
60. Mind the Language Gap: Assessing LLM Safety in ItalianLanguage Resources and Evaluation Conference (LREC)Elena Marafatto, Roberto Navigli2026
61. Multilinguality at Your Fingertips : BabelNet, Babelfy and Beyond ! ↗Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Conférences invitées · no summary yetNavigli, Roberto2015

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