Multilingual, Open-text Unified Syntax-independent SEmantics

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

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), Issue 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

Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities

Author(s): Riccardo Orlando, Simone Conia, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: ACL 2023, 2023
Publisher: XX
DOI: 10.48550/arxiv.2307.01870

BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers

Author(s): Navigli, Roberto; Blloshmi, Rexhina; Martinez Lorenzo, Abelardo Carlos.
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Page(s) 12274-12279
Publisher: PKP Publishing Services Network
DOI: 10.1609/aaai.v36i11.21490

"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

Probing for Predicate Argument Structures in Pretrained Language Models

Author(s): Simone Conia; Roberto Navigli
Published in: Proceedings of the Association for Computational Linguistics (ACL 2022), 2022, Page(s) 4622-4632
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.316

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, Issue 14, 2021, Page(s) 12564-12573
Publisher: AAAI Press
DOI: 10.13140/rg.2.2.24749.00488

Nibbling at the Hard Core of Word Sense Disambiguation.

Author(s): Marco Maru, Simone Conia, Michele Bevilacqua, Roberto Navigli:
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 4724–4737
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.324

Entity Disambiguation with Entity Definitions

Author(s): Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli
Published in: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023, Page(s) 1297–1303
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2210.05648

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

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

Author(s): Tommaso Pasini; Roberto Navigli
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 2018, Page(s) 5374-5381
Publisher: AAAI Press
DOI: 10.1609/aaai.v32i1.11961

Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures.

Author(s): Simone Conia, Edoardo Barba, Alessandro Scirè, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: EMNLP 2022, 2022, Page(s) 4253–4270
Publisher: Association for Computational Linguistics

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

SemEval-2022 Task 9: R2VQ – Competence-based Multimodal Question Answering

Author(s): Jingxuan Tu, Eben Holderness, Marco Maru, Simone Conia, Kyeongmin Rim, Kelley Lynch, Richard Brutti, Roberto Navigli, James Pustejovsky
Published in: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), 2022, Page(s) 1244–1255
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.semeval-1.176

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

Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing

Author(s): Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli
Published in: Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022, Page(s) 2634–2641
Publisher: European Language Resources Association

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, Issue 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, Issue 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

Probing for Predicate Argument Structures in Pretrained Language Models.

Author(s): Simone Conia, Roberto Navigli
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 4622–4632
Publisher: Association for Computational Linguistics

ExtEnD: Extractive Entity Disambiguation.

Author(s): Edoardo Barba, Luigi Procopio, Roberto Navigli
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 2478–2488
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.177

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

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization

Author(s): Alessandro Scirè, Simone Conia, Simone Ciciliano, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: ACL 2023, 2023, Page(s) 853–867
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2306.04334

APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection

Author(s): Antonio Purificato, Roberto Navigli
Published in: Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), 2023, Page(s) 382–388
Publisher: Association for Computational Linguistics

NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection

Author(s): Simone Tedeschi, Roberto Navigli
Published in: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), 2022, Page(s) 204-210
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.semeval-1.25

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

DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation.

Author(s): Niccolò Campolungo, Federico Martelli, Francesco Saina, Roberto Navigli
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 4331–4352
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.298

MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem

Author(s): Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Niccolò Campolungo, Roberto Navigli
Published in: Proceedings of the Seventh Conference on Machine Translation (WMT), 2022, Page(s) 569-577
Publisher: Association for Computational Linguistics

ID10M: Idiom Identification in 10 Languages

Author(s): Simone Tedeschi, Federico Martelli, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: NAACL 2022, 2022, Page(s) 2715–2726
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.findings-naacl.208

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

Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information

Author(s): Niccolò Campolungo, Tommaso Pasini, Denis Emelin, Roberto Navigli
Published in: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022, Page(s) 4824–4838
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.naacl-main.355

SRL4E - Semantic Role Labeling for Emotions: A Unified Evaluation Framework.

Author(s): Cesare Campagnano, Simone Conia, Roberto Navigli
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 4586–4601
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.314

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

STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach

Author(s): Sveva Pepe, Edoardo Barba, Rexhina Blloshmi, Roberto Navigli
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Page(s) 11156-11164
Publisher: PKP Publishing Services Network
DOI: 10.1609/aaai.v36i10.21365

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

MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation).

Author(s): Tedeschi, Simone; Navigli, Roberto
Published in: Findings of the Association for Computational Linguistics: NAACL 2022, 2022, Page(s) 801-812
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.findings-naacl.60

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), Issue 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, Issue 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, Issue 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

Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation

Author(s): Abelardo Carlos Martínez Lorenzo, Marco Maru, Roberto Navigli
Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 1727–1741
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.121

What's the Meaning of Superhuman Performance in Today's NLU?

Author(s): Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli
Published in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, Page(s) 12471–12491
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.08414

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

Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects

Author(s): Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Page(s) 11267-11275
Publisher: PKP Publishing Services Network
DOI: 10.1609/aaai.v36i10.21377

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

Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures

Author(s): Simone Conia, Edoardo Barba, Alessandro Scirè, Roberto Navigli
Published in: Findings of the Association for Computational Linguistics: EMNLP 2022, 2022, Page(s) 4253-4270
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2212.01094

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

EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation

Author(s): Scott Keh, Sedrick; Bharadwaj, Rohit K.; Liu, Emmy; Tedeschi, Simone; Gangal, Varun; Navigli, Roberto
Published in: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), 2022
Publisher: xx
DOI: 10.48550/arxiv.2210.12846

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

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, Issue 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, Issue 279, 2020, Page(s) 103215, ISSN 0004-3702
Publisher: Elsevier BV
DOI: 10.1016/j.artint.2019.103215

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