---
title: "Roberto Navigli — all works — Elamur Research"
description: "All 61 works of Roberto Navigli in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/roberto-navigli/works/"
---
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# Roberto Navigli — all works

61 works · [← Roberto Navigli](https://md.research.elamur.ai/free/en/authors/roberto-navigli/)

1. **[Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/hogan-2020-knowledge-graphs/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Aidan Hogan, Eva Blomqvist, Michael Cochez, et al.*2020 · 2,014 citations*
2. **[Entity Linking meets Word Sense Disambiguation: a Unified Approach](https://md.research.elamur.ai/free/en/papers/moro-2014-entity-linking-meets-word-sense/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Andrea Moro, Alessandro Raganato, Roberto Navigli*2014 · 933 citations*
3. **[BabelNet: Building a Very Large Multilingual Semantic Network](https://md.research.elamur.ai/free/en/papers/navigli-2010-babelnet-building-very-large-multilingual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Roberto Navigli, Simone Paolo Ponzetto*2010 · 656 citations*
4. [**Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison**Alessandro Raganato, Jose Camacho-Collados, Roberto Navigli*English · 484 citations*](https://md.research.elamur.ai/free/en/papers/raganato-2017-word-sense-disambiguation-unified-evaluation/)
5. **[REBEL: Relation Extraction By End-to-end Language generation ↗](https://aclanthology.org/2021.findings-emnlp.204/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Pere-Lluís Huguet Cabot, Roberto Navigli*2021 · 370 citations*
6. **[SensEmbed: Learning Sense Embeddings for Word and Relational Similarity](https://md.research.elamur.ai/free/en/papers/iacobacci-2015-sensembed-learning-sense-embeddings-word/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli*2015 · 349 citations*
7. **[Embeddings for Word Sense Disambiguation: An Evaluation Study ↗](https://aclanthology.org/P16-1085/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli*2016 · 327 citations*
8. **[SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking ↗](https://aclanthology.org/S15-2049/) Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yet**Andrea Moro, Roberto Navigli*2015 · 326 citations*
9. **[SemEval-2007 Task 10: English Lexical Substitution Task](https://md.research.elamur.ai/free/en/papers/mccarthy-2007-semeval-2007-task-10-english/) [International Workshop on Semantic Evaluations](https://md.research.elamur.ai/free/en/venues/international-workshop-on-semantic-evaluations/)**Diana McCarthy, Roberto Navigli*2007 · 323 citations*
10. **[Neural Sequence Learning Models for Word Sense Disambiguation ↗](https://aclanthology.org/D17-1120/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli*2017 · 280 citations*
11. **[OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction ↗](https://aclanthology.org/J13-3007/) Computational Linguistics · no summary yet**Paola Velardi, Stefano Faralli, Roberto Navigli*2013 · 258 citations*
12. **[Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information](https://md.research.elamur.ai/free/en/papers/bevilacqua-2020-breaking-through-80-glass-ceiling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michele Bevilacqua, Roberto Navigli*2020 · 233 citations*
13. **[SemEval-2007 Task 07: Coarse-Grained English All-Words Task](https://md.research.elamur.ai/free/en/papers/navigli-2007-semeval-2007-task-07-coarse/) [International Workshop on Semantic Evaluations](https://md.research.elamur.ai/free/en/venues/international-workshop-on-semantic-evaluations/)**Roberto Navigli, Kenneth C. Litkowski, Orin Hargraves*2007 · 227 citations*
14. **[One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline ↗](https://doi.org/10.1609/aaai.v35i14.17489) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Michele Bevilacqua, Rexhina Blloshmi, Roberto Navigli A*2021 · 214 citations*
15. **[Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation Performance](https://md.research.elamur.ai/free/en/papers/navigli-2006-meaningful-clustering-senses-helps-boost/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Roberto Navigli*2006 · 213 citations*
16. **[SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity ↗](https://aclanthology.org/S17-2002/) Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) · no summary yet**Jose Camacho-Collados et al.*2017 · 203 citations*
17. **[Learning Word-Class Lattices for Definition and Hypernym Extraction](https://md.research.elamur.ai/free/en/papers/navigli-2010-learning-word-class-lattices-definition/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Roberto Navigli, Paola Velardi*2010 · 201 citations*
18. **[Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction](https://md.research.elamur.ai/free/en/papers/marco-2013-clustering-diversifying-web-search-results/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Antonio Di Marco, Roberto Navigli*2013 · 185 citations*
19. **[A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch ↗](https://doi.org/10.5591/978-1-57735-516-8/ijcai11-313) IJCAI-11 · no summary yet**Roberto Navigli, Paola Velardi, Stefano Faralli*2011 · 174 citations*
20. **[SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation ↗](https://doi.org/10.1609/aaai.v34i05.6402) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Bianca Scarlini, Tommaso Pasini, Roberto Navigli A*2020 · 169 citations*
21. [**Graph Connectivity Measures for Unsupervised Word Sense Disambiguation IJCAI-07**Roberto Navigli, Mirella Lapata*2007 · 168 citations*](https://md.research.elamur.ai/free/en/papers/navigli-2007-graph-connectivity-measures-unsupervised-word/)
22. **[With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation ↗](https://aclanthology.org/2020.emnlp-main.285/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Bianca Scarlini, Tommaso Pasini, Roberto Navigli*2020 · 151 citations*
23. **[SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval) ↗](https://aclanthology.org/S15-2151/) Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yet**Georgeta Bordea et al.*2015 · 128 citations*
24. **[SemEval-2018 Task 9: Hypernym Discovery ↗](https://aclanthology.org/S18-1115/) Proceedings of the 12th International Workshop on Semantic Evaluation · no summary yet**Jose Camacho-Collados et al.*2018 · 118 citations*
25. **[ESC: Redesigning WSD with Extractive Sense Comprehension ↗](https://aclanthology.org/2021.naacl-main.371/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Edoardo Barba, Tommaso Pasini, Roberto Navigli*2021 · 117 citations*
26. **[WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER ↗](https://aclanthology.org/2021.findings-emnlp.215/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Simone Tedeschi et al.*2021 · 114 citations*
27. **[ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension ↗](https://aclanthology.org/2021.emnlp-main.112/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Edoardo Barba, Luigi Procopio, Roberto Navigli*2021 · 109 citations*
28. **[Embedding Words and Senses Together via Joint Knowledge-Enhanced Training ↗](https://aclanthology.org/K17-1012/) Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yet**Massimiliano 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 Navigli*English · 90 citations*](https://md.research.elamur.ai/free/en/papers/bevilacqua-2020-generationary/)
30. **[XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques ↗](https://aclanthology.org/2020.emnlp-main.195/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Rexhina Blloshmi, Rocco Tripodi, Roberto Navigli*2020 · 90 citations*
31. [**VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling**Andrea Di Fabio, Simone Conia, Roberto Navigli*English · 88 citations*](https://md.research.elamur.ai/free/en/papers/fabio-2019-verbatlas-novel-large-scale-verbal/)
32. **[Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis](https://md.research.elamur.ai/free/en/papers/bovi-2015-large-scale-information-extraction-textual/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Claudio Delli Bovi, Luca Telesca, Roberto Navigli*2015 · 82 citations*
33. **[A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense Disambiguation](https://md.research.elamur.ai/free/en/papers/pilehvar-2014-large-scale-pseudoword-based-evaluation/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Mohammad Taher Pilehvar, Roberto Navigli*2014 · 80 citations*
34. **[SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations ↗](https://aclanthology.org/D19-1359/) 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 yet**Marco Maru et al.*2019 · 78 citations*
35. **[Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data ↗](https://aclanthology.org/D17-1008/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Tommaso Pasini, Roberto Navigli*2017 · 77 citations*
36. **[It's All Fun and Games until Someone Annotates: Video Games with a Purpose for Linguistic Annotation](https://md.research.elamur.ai/free/en/papers/jurgens-2014-it-s-all-fun-games/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**David Jurgens, Roberto Navigli*2014 · 68 citations*
37. **[ExtEnD: Extractive Entity Disambiguation ↗](https://aclanthology.org/2022.acl-long.177/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Edoardo Barba, Luigi Procopio, Roberto Navigli*2022 · 63 citations*
38. **[ID10M: Idiom Identification in 10 Languages](https://md.research.elamur.ai/free/en/papers/tedeschi-2022-id10m-idiom-identification-10-languages/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Simone Tedeschi, Federico Martelli, Roberto Navigli*2022 · 49 citations*
39. **[DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ↗](https://aclanthology.org/2022.acl-long.298/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Niccolò Campolungo et al.*2022 · 49 citations*
40. **[Nibbling at the Hard Core of Word Sense Disambiguation ↗](https://aclanthology.org/2022.acl-long.324/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Marco Maru et al.*2022 · 49 citations*
41. **[SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ↗](https://aclanthology.org/2021.naacl-main.30/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Luigi Procopio, Rocco Tripodi, Roberto Navigli*2021 · 41 citations*
42. **[Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends](https://md.research.elamur.ai/free/en/papers/martinelli-2024-maverick-efficient-accurate-coreference-resolution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Giuliano Martinelli, Edoardo Barba, Roberto Navigli*2024 · 36 citations*
43. **[MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem](https://md.research.elamur.ai/free/en/papers/perrella-2022-matese-machine-translation-evaluation-as/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.*2022 · 32 citations*
44. **[Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!](https://md.research.elamur.ai/free/en/papers/perrella-2024-guardians-machine-translation-meta-evaluation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.*2024 · 24 citations*
45. **[Incorporating Graph Information in Transformer-based AMR Parsing ↗](https://aclanthology.org/2023.findings-acl.125/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Pavlo Vasylenko et al.*2023 · 24 citations*
46. [**Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics**Stefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot, et al.*Machine translation · 15 citations*](https://md.research.elamur.ai/free/en/papers/perrella-2024-beyond-correlation-interpretable-evaluation-machine/)
47. **[SPRING Goes Online: End-to-End AMR Parsing and Generation ↗](https://aclanthology.org/2021.emnlp-demo.16/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yet**Rexhina Blloshmi et al.*2021 · 14 citations*
48. **[Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ↗](https://aclanthology.org/2025.acl-short.63/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Lorenzo Proietti, Stefano Perrella, Roberto Navigli*2025 · 12 citations*
49. **[AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ↗](https://aclanthology.org/2023.acl-short.137/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Abelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli*2023 · 12 citations*
50. **[DiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine Translation](https://md.research.elamur.ai/free/en/papers/martelli-2025-dibimt-gold-evaluation-benchmark-studying/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Federico Martelli, Stefano Perrella, Niccolò Campolungo, et al.*2025 · 11 citations*
51. **[Cross-lingual AMR Aligner: Paying Attention to Cross-Attention ↗](https://aclanthology.org/2023.findings-acl.109/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Abelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli*2023 · 8 citations*
52. **[Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: A Case Study on Latin ↗](https://aclanthology.org/2024.lrec-main.880/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Iacopo Ghinassi et al.*2024 · 5 citations*
53. [**Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities**Riccardo Orlando, Simone Conia, Roberto Navigli*English · 5 citations*](https://md.research.elamur.ai/free/en/papers/orlando-2023-exploring-non-verbal-predicates-semantic/)
54. **[Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser ↗](https://aclanthology.org/2024.lrec-main.495/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Abelardo Carlos Martinez Lorenzo, Roberto Navigli*2024 · 4 citations*
55. **[Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards](https://md.research.elamur.ai/free/en/papers/pisano-2026-process-reward-models-meet-planning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Raffaele Pisano, Roberto Navigli*2026 · 1 citation*
56. **[ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering](https://md.research.elamur.ai/free/en/papers/molfese-2026-retraceqa-evaluating-reasoning-traces-small/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 asis](https://md.research.elamur.ai/free/en/papers/scire-2026-truth-or-mirage-end-end/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Alessandro Scirè, Andrei Stefan Bejgu, Simone Tedeschi, et al.*2026 · 1 citation*
58. **[BOOKCOREF: Coreference Resolution at Book Scale ↗](https://aclanthology.org/2025.acl-long.1197/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Giuliano Martinelli et al.*2025 · 1 citation*
59. **[Cultural and Knowledge Biases in LLMs through the Lens of Entity-Aware Machine Translation](https://md.research.elamur.ai/free/en/papers/xu-2026-cultural-knowledge-biases-llms-through/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Lu Xu, Luca Moroni, Roberto Navigli*2026*
60. **[Mind the Language Gap: Assessing LLM Safety in Italian](https://md.research.elamur.ai/free/en/papers/marafatto-2026-mind-language-gap-assessing-llm/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Elena Marafatto, Roberto Navigli*2026*
61. **[Multilinguality at Your Fingertips : BabelNet, Babelfy and Beyond ! ↗](https://aclanthology.org/2015.jeptalnrecital-invite.1/) Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Conférences invitées · no summary yet**Navigli, Roberto*2015*