Multilingual, Open-text Unified Syntax-independent SEmantics

Publications

Conference proceedings (56)

MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation

Author(s): Edoardo Barba; Luigi Procopio; Niccolò Campolungo; Tommaso Pasini; Roberto Navigli
Published in: Proc. of IJCAI, 2020, Page(s) 3837-3844
Publisher: IJCAI
DOI: 10.24963/ijcai.2020/531

Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information.

Author(s): Michele Bevilacqua; Roberto Navigli
Published in: ACL, 2020, Page(s) 2854-2864
Publisher: ACL
DOI: 10.18653/v1/2020.acl-main.255

XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization

Author(s): Alessandro Raganato; Tommaso Pasini; Jose Camacho-Collados; Mohammad Taher Pilehvar
Published in: EMNLP (1), 28, 2020, Page(s) 7193-7206
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.584

SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation

Author(s): Luigi Procopio, Rocco Tripodi, Roberto Navigli
Published in: NAACL, 2021, Page(s) 325-337
Publisher: ACL
DOI: 10.18653/v1/2021.naacl-main.30

Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration

Author(s): Conia, S.; Navigli, R.
Published in: Proc. of EACL, 2021, Page(s) 3269-3275
Publisher: ACL
DOI: 10.13140/rg.2.2.20489.57443

"Generationary or “How We Went beyond Word Sense Inventories and Learned to Gloss”"

Author(s): Bevilacqua, Michele; Maru, Marco; Navigli, Roberto
Published in: Proc. of EMNLP, 2020, Page(s) 7207-7221
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.585

One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline

Author(s): Bevilacqua, Michele; Blloshmi, Rexhina; Navigli, Roberto
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 14, 2021, Page(s) 12564-12573
Publisher: AAAI Press
DOI: 10.13140/rg.2.2.24749.00488

MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense Disambiguation

Author(s): Luigi Procopio, Edoardo Barba, Federico Martelli, Roberto Navigli
Published in: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), 2021, Page(s) 3915-3921
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/539

Named Entity Recognition for Entity Linking: What Works and What’s Next

Author(s): Simone Tedeschi, Simone Conia, Francesco Cecconi, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, Page(s) 2584–2596
Publisher: ACL
DOI: 10.18653/v1/2021.findings-emnlp.220

InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles

Author(s): Simone Conia, Riccardo Orlando, Fabrizio Brignone, Francesco Cecconi, Roberto Navigli
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021, Page(s) 319–328
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-demo.36

UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling

Author(s): Rocco Tripodi, Simone Conia, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, Page(s) 2293-2305
Publisher: ACL
DOI: 10.18653/v1/2021.findings-emnlp.197

AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation

Author(s): Riccardo Orlando, Simone Conia, Fabrizio Brignone, Francesco Cecconi, Roberto Navigli
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021, Page(s) 298-307
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-demo.34

XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation

Author(s): Tommaso Pasini, Alessandro Raganato, Roberto Navigli
Published in: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) 13648-13656
Publisher: AAAI Press

With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation

Author(s): Bianca Scarlini; Tommaso Pasini; Roberto Navigli
Published in: Proc. of EMNLP, 2020, Page(s) 3528-3539
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.285

The Knowledge Acquisition Bottleneck Problem in Multilingual Word Sense Disambiguation.

Author(s): Tommaso Pasini
Published in: Proc. of IJCAI, 2020, Page(s) 4936-4942
Publisher: IJCAI
DOI: 10.24963/ijcai.2020/687

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources

Author(s): Simone Conia; Andrea Bacciu; Roberto Navigli
Published in: Proc. of NAACL-HLT, 2021, Page(s) 338-351
Publisher: ACL
DOI: 10.18653/v1/2021.naacl-main.31

Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations

Author(s): Simone Conia; Roberto Navigli
Published in: COLING, 14, 2020, Page(s) 3268–3284
Publisher: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.291

EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings

Author(s): Agostina Calabrese; Michele Bevilacqua; Roberto Navigli
Published in: Proceedings of IJCAI, 1, 2020, Page(s) 481-487
Publisher: IJCAI
DOI: 10.24963/ijcai.2020/67

ESC: Redesigning WSD with Extractive Sense Comprehension

Author(s): Barba, Edoardo; Pasini, Tommaso; Navigli, Roberto
Published in: Proc. of NAACL-HLT 2021, 2021, Page(s) 4661-4672
Publisher: ACL
DOI: 10.18653/v1/2021.naacl-main.371

Ten Years of BabelNet: A Survey

Author(s): Roberto Navigli, Michele Bevilacqua, Simone Conia, Dario Montagnini, Francesco Cecconi
Published in: Proc. of IJCAI, 2021, Page(s) 4559-4567
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/620

A Short Survey on Sense-Annotated Corpora

Author(s): Tommaso Pasini, Jose Camacho-Collados
Published in: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 5759–5765
Publisher: LREC

Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling

Author(s): Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli
Published in: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 3786-3793
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/521

Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts

Author(s): Agostina Calabrese; Michele Bevilacqua; Roberto Navigli
Published in: Proc. of ACL, 2020, Page(s) 4680-4686
Publisher: ACL
DOI: 10.18653/v1/2020.acl-main.425

ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension

Author(s): Edoardo Barba, Luigi Procopio, Roberto Navigli
Published in: Proc. of EMNLP, 2021, Page(s) 1492–1503
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.112

IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages

Author(s): Rexhina Blloshmi, Tommaso Pasini, Niccolò Campolungo, Somnath Banerjee, Roberto Navigli, Gabriella Pasi
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021, Page(s) 1030–1041
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.79

InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles.

Author(s): Simone Conia; Fabrizio Brignone; Davide Zanfardino; Roberto Navigli
Published in: Proc. of EMNLP (Demos), 2021, Page(s) 77-84
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-demos.11

SPRING Goes Online: End-to-End AMR Parsing and Generation

Author(s): Rexhina Blloshmi, Michele Bevilacqua, Edoardo Fabiano, Valentina Caruso, Roberto Navigli
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021, Page(s) 134-142
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-demo.16

Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation

Author(s): Federico Scozzafava; Marco Maru; Fabrizio Brignone; Giovanni Torrisi; Roberto Navigli
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Page(s) 37-46
Publisher: ACL
DOI: 10.5281/zenodo.3933102

Recent Trends in Word Sense Disambiguation: A Survey

Author(s): Michele Bevilacqua, Tommaso Pasini, Alessandro Raganato, Roberto Navigli
Published in: Proc. of IJCAI, 2021, Page(s) 4330-4338
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/593

Exemplification Modeling: Can You Give Me an Example, Please?

Author(s): Edoardo Barba, Luigi Procopio, Caterina Lacerra, Tommaso Pasini, Roberto Navigli
Published in: Proc. of IJCAI 2021, 2021, Page(s) 3779-3785
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/520

Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach

Author(s): Simone Conia; Roberto Navigli
Published in: Proc. of COLING, 2020, Page(s) 1396-1410
Publisher: ACL
DOI: 10.18653/v1/2020.coling-main.120

Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data

Author(s): Pasini, Tommaso; Navigli, Roberto
Published in: Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2017), 2017
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1008

Huge Automatically Extracted Training Sets for Multilingual Word Sense Disambiguation

Author(s): Pasini, Tommaso; Elia, Francesco Maria; Navigli, Roberto
Published in: Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018), 2018, Page(s) 1694-1698
Publisher: European Language Resource Association

Natural Language Understanding: Instructions for (Present and Future) Use

Author(s): Roberto Navigli
Published in: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018, Page(s) 5697-5702, ISBN 9780-999241127
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2018/812

Towards a Seamless Integration of Word Senses into Downstream NLP Applications

Author(s): Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli, Nigel Collier
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Page(s) 1857-1869
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/P17-1170

EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text

Author(s): Claudio Delli Bovi, Jose Camacho-Collados, Alessandro Raganato, Roberto Navigli
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2017, Page(s) 594-600
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p17-2094

Neural Sequence Learning Models for Word Sense Disambiguation

Author(s): Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 1156-1167
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1120

From MultiJEDI to MOUSSE - Two ERC Projects for Innovating Multilingual Disambiguation and Semantic Parsing of Text

Author(s): Valerio Basile, Roberto Navigli
Published in: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Page(s) 441-442, ISBN 9781-450356404
Publisher: ACM Press
DOI: 10.1145/3184558.3186207

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training

Author(s): Massimiliano Mancini, Jose Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
Published in: Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017, Page(s) 100-111
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/k17-1012

Two Knowledge-based Methods for High-Performance Sense Distribution Learning

Author(s): Tommaso Pasini, Roberto Navigli
Published in: Proceedings of The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 1, 2018, Page(s) 5374-5381
Publisher: AAAI

VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling

Author(s): Andrea Di Fabio, Simone Conia, Roberto Navigli
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 627-637
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1058

Just “OneSeC” for Producing Multilingual Sense-Annotated Data

Author(s): Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 699-709
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1069

Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation

Author(s): Michele Bevilacqua, Roberto Navigli
Published in: Proceedings of the 2019 Conference on Recent Advances in Natural Language Processing (RANLP 2019), 2019, Page(s) 122-131
Publisher: RANLP

SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations

Author(s): Marco Maru, Federico Scozzafava, Federico Martelli, Roberto Navigli
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 3532-3538
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1359

LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories

Author(s): Ignacio Iacobacci, Roberto Navigli
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 1685-1695
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1165

CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation

Author(s): Caterina Lacerra, Michele Bevilacqua, Tommaso Pasini, Roberto Navigli
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 34/05, 2020, Page(s) 8123-8130, ISSN 2374-3468
Publisher: AAAI Press
DOI: 10.1609/aaai.v34i05.6324

SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation

Author(s): Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 34/05, 2020, Page(s) 8758-8765, ISSN 2374-3468
Publisher: AAAI Press
DOI: 10.1609/aaai.v34i05.6402

Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation

Author(s): Rocco Tripodi, Roberto Navigli
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 88-99
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/D19-1009

Building semantic grams of human knowledge

Author(s): Valentina Leone Giovanni Siragusa Luigi Di Caro Roberto Navigli
Published in: Proceedings of LREC 2020, 2020, Page(s) 2991-3000
Publisher: European Language Resources Association

Sense-Annotated Corpora for Word Sense Disambiguation in Multiple Languages and Domains

Author(s): Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Published in: Proceedings of LREC 2020, 2020, Page(s) 5905-5911
Publisher: European Language Resource Association

XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques

Author(s): Rexhina Blloshmi, Rocco Tripodi, Roberto Navigli
Published in: Proc. of EMNLP, 2020, Page(s) 2487-2500
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.195

SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)

Author(s): Federico Martelli, Najla Kalach, Gabriele Tola, Roberto Navigli
Published in: Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), 2021, Page(s) 24-36
Publisher: ACL
DOI: 10.18653/v1/2021.semeval-1.3

WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER

Author(s): Simone Tedeschi, Valentino Maiorca, Niccolò Campolungo, Francesco Cecconi, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, Page(s) 2521–2533
Publisher: ACL
DOI: 10.18653/v1/2021.findings-emnlp.215

GeneSis: A Generative Approach to Substitutes in Context

Author(s): Caterina Lacerra, Rocco Tripodi, Roberto Navigli
Published in: Proc. of EMNLP, 2021, Page(s) 10810-10823
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.844

Integrating Personalized PageRank into Neural Word Sense Disambiguation

Author(s): Ahmed El Sheikh, Michele Bevilacqua, Roberto Navigli
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021, Page(s) 9092–9098
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.715

ALaSca: an Automated approach for Large-Scale Lexical Substitution

Author(s): Caterina Lacerra; Tommaso Pasini; Rocco Tripodi; Roberto Navigli
Published in: Proc. of IJCAI, 2021, Page(s) 3836-3842
Publisher: IJCAI
DOI: 10.24963/ijcai.2021/528

Peer reviewed articles (3)

SenseDefs: a multilingual corpus of semantically annotated textual definitions: exploiting multiple languages and resources jointly for high-quality Word Sense Disambiguation and Entity Linking

Author(s): Camacho-Collados, J.; Delli Bovi, C.; Raganato, A.; Navigli, R.
Published in: Language Resources and Evaluation, 53, 2019, Page(s) 251–278, ISSN 1574-020X
Publisher: Springer Verlag
DOI: 10.1007/s10579-018-9421-3

Knowledge Graphs

Author(s): Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann
Published in: ACM Computing Surveys, 2021, Page(s) 1-37, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

Train-O-Matic: Supervised Word Sense Disambiguation with no (manual) effort

Author(s): Tommaso Pasini, Roberto Navigli
Published in: Artificial Intelligence, 279, 2020, Page(s) 103215, ISSN 0004-3702
Publisher: Elsevier BV
DOI: 10.1016/j.artint.2019.103215