Multilingual, Open-text Unified Syntax-independent SEmantics

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation

Auteurs: Edoardo Barba; Luigi Procopio; Niccolò Campolungo; Tommaso Pasini; Roberto Navigli
Publié dans: Proc. of IJCAI, 2020, Page(s) 3837-3844
Éditeur: 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.

Auteurs: Michele Bevilacqua; Roberto Navigli
Publié dans: ACL, 2020, Page(s) 2854-2864
Éditeur: ACL
DOI: 10.18653/v1/2020.acl-main.255

XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization

Auteurs: Alessandro Raganato; Tommaso Pasini; Jose Camacho-Collados; Mohammad Taher Pilehvar
Publié dans: EMNLP (1), Numéro 28, 2020, Page(s) 7193-7206
Éditeur: ACL
DOI: 10.18653/v1/2020.emnlp-main.584

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

Auteurs: Luigi Procopio, Rocco Tripodi, Roberto Navigli
Publié dans: NAACL, 2021, Page(s) 325-337
Éditeur: ACL
DOI: 10.18653/v1/2021.naacl-main.30

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

Auteurs: Conia, S.; Navigli, R.
Publié dans: Proc. of EACL, 2021, Page(s) 3269-3275
Éditeur: ACL
DOI: 10.13140/rg.2.2.20489.57443

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

Auteurs: Riccardo Orlando, Simone Conia, Roberto Navigli
Publié dans: Findings of the Association for Computational Linguistics: ACL 2023, 2023
Éditeur: XX
DOI: 10.48550/arxiv.2307.01870

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

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

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

Auteurs: Bevilacqua, Michele; Maru, Marco; Navigli, Roberto
Publié dans: Proc. of EMNLP, 2020, Page(s) 7207-7221
Éditeur: ACL
DOI: 10.18653/v1/2020.emnlp-main.585

Probing for Predicate Argument Structures in Pretrained Language Models

Auteurs: Simone Conia; Roberto Navigli
Publié dans: Proceedings of the Association for Computational Linguistics (ACL 2022), 2022, Page(s) 4622-4632
Éditeur: 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

Auteurs: Bevilacqua, Michele; Blloshmi, Rexhina; Navigli, Roberto
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 14, 2021, Page(s) 12564-12573
Éditeur: AAAI Press
DOI: 10.13140/rg.2.2.24749.00488

Nibbling at the Hard Core of Word Sense Disambiguation.

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

Entity Disambiguation with Entity Definitions

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

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

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

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

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

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

Auteurs: Tommaso Pasini; Roberto Navigli
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2018, Page(s) 5374-5381
Éditeur: AAAI Press
DOI: 10.1609/aaai.v32i1.11961

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

Auteurs: Simone Conia, Edoardo Barba, Alessandro Scirè, Roberto Navigli
Publié dans: Findings of the Association for Computational Linguistics: EMNLP 2022, 2022, Page(s) 4253–4270
Éditeur: Association for Computational Linguistics

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

Auteurs: Simone Conia, Riccardo Orlando, Fabrizio Brignone, Francesco Cecconi, Roberto Navigli
Publié dans: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021, Page(s) 319–328
Éditeur: 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

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

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

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

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

Auteurs: Jingxuan Tu, Eben Holderness, Marco Maru, Simone Conia, Kyeongmin Rim, Kelley Lynch, Richard Brutti, Roberto Navigli, James Pustejovsky
Publié dans: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), 2022, Page(s) 1244–1255
Éditeur: 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

Auteurs: Tommaso Pasini, Alessandro Raganato, Roberto Navigli
Publié dans: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) 13648-13656
Éditeur: AAAI Press

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

Auteurs: Bianca Scarlini; Tommaso Pasini; Roberto Navigli
Publié dans: Proc. of EMNLP, 2020, Page(s) 3528-3539
Éditeur: ACL
DOI: 10.18653/v1/2020.emnlp-main.285

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

Auteurs: Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli
Publié dans: Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022, Page(s) 2634–2641
Éditeur: European Language Resources Association

The Knowledge Acquisition Bottleneck Problem in Multilingual Word Sense Disambiguation.

Auteurs: Tommaso Pasini
Publié dans: Proc. of IJCAI, 2020, Page(s) 4936-4942
Éditeur: IJCAI
DOI: 10.24963/ijcai.2020/687

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources

Auteurs: Simone Conia; Andrea Bacciu; Roberto Navigli
Publié dans: Proc. of NAACL-HLT, 2021, Page(s) 338-351
Éditeur: ACL
DOI: 10.18653/v1/2021.naacl-main.31

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

Auteurs: Simone Conia; Roberto Navigli
Publié dans: COLING, Numéro 14, 2020, Page(s) 3268–3284
Éditeur: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.291

EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings

Auteurs: Agostina Calabrese; Michele Bevilacqua; Roberto Navigli
Publié dans: Proceedings of IJCAI, Numéro 1, 2020, Page(s) 481-487
Éditeur: IJCAI
DOI: 10.24963/ijcai.2020/67

ESC: Redesigning WSD with Extractive Sense Comprehension

Auteurs: Barba, Edoardo; Pasini, Tommaso; Navigli, Roberto
Publié dans: Proc. of NAACL-HLT 2021, 2021, Page(s) 4661-4672
Éditeur: ACL
DOI: 10.18653/v1/2021.naacl-main.371

Ten Years of BabelNet: A Survey

Auteurs: Roberto Navigli, Michele Bevilacqua, Simone Conia, Dario Montagnini, Francesco Cecconi
Publié dans: Proc. of IJCAI, 2021, Page(s) 4559-4567
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/620

A Short Survey on Sense-Annotated Corpora

Auteurs: Tommaso Pasini, Jose Camacho-Collados
Publié dans: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 5759–5765
Éditeur: LREC

Probing for Predicate Argument Structures in Pretrained Language Models.

Auteurs: Simone Conia, Roberto Navigli
Publié dans: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 4622–4632
Éditeur: Association for Computational Linguistics

ExtEnD: Extractive Entity Disambiguation.

Auteurs: Edoardo Barba, Luigi Procopio, Roberto Navigli
Publié dans: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022, Page(s) 2478–2488
Éditeur: 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

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

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization

Auteurs: Alessandro Scirè, Simone Conia, Simone Ciciliano, Roberto Navigli
Publié dans: Findings of the Association for Computational Linguistics: ACL 2023, 2023, Page(s) 853–867
Éditeur: 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

Auteurs: Antonio Purificato, Roberto Navigli
Publié dans: Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), 2023, Page(s) 382–388
Éditeur: Association for Computational Linguistics

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

Auteurs: Simone Tedeschi, Roberto Navigli
Publié dans: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), 2022, Page(s) 204-210
Éditeur: 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

Auteurs: Agostina Calabrese; Michele Bevilacqua; Roberto Navigli
Publié dans: Proc. of ACL, 2020, Page(s) 4680-4686
Éditeur: ACL
DOI: 10.18653/v1/2020.acl-main.425

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

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

MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem

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

ID10M: Idiom Identification in 10 Languages

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

ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension

Auteurs: Edoardo Barba, Luigi Procopio, Roberto Navigli
Publié dans: Proc. of EMNLP, 2021, Page(s) 1492–1503
Éditeur: ACL
DOI: 10.18653/v1/2021.emnlp-main.112

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

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

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

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

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

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

Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation

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

Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information

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

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

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

Recent Trends in Word Sense Disambiguation: A Survey

Auteurs: Michele Bevilacqua, Tommaso Pasini, Alessandro Raganato, Roberto Navigli
Publié dans: Proc. of IJCAI, 2021, Page(s) 4330-4338
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/593

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

Auteurs: Edoardo Barba, Luigi Procopio, Caterina Lacerra, Tommaso Pasini, Roberto Navigli
Publié dans: Proc. of IJCAI 2021, 2021, Page(s) 3779-3785
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/520

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

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

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

Auteurs: Simone Conia; Roberto Navigli
Publié dans: Proc. of COLING, 2020, Page(s) 1396-1410
Éditeur: ACL
DOI: 10.18653/v1/2020.coling-main.120

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

Auteurs: Tedeschi, Simone; Navigli, Roberto
Publié dans: Findings of the Association for Computational Linguistics: NAACL 2022, 2022, Page(s) 801-812
Éditeur: 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

Auteurs: Pasini, Tommaso; Navigli, Roberto
Publié dans: Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2017), 2017
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1008

Huge Automatically Extracted Training Sets for Multilingual Word Sense Disambiguation

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

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

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

Towards a Seamless Integration of Word Senses into Downstream NLP Applications

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

EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text

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

Neural Sequence Learning Models for Word Sense Disambiguation

Auteurs: Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli
Publié dans: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 1156-1167
Éditeur: 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

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

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training

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

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

Auteurs: Tommaso Pasini, Roberto Navigli
Publié dans: Proceedings of The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), Numéro 1, 2018, Page(s) 5374-5381
Éditeur: AAAI

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

Auteurs: Andrea Di Fabio, Simone Conia, Roberto Navigli
Publié dans: 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
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1058

Just “OneSeC” for Producing Multilingual Sense-Annotated Data

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

Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation

Auteurs: Michele Bevilacqua, Roberto Navigli
Publié dans: Proceedings of the 2019 Conference on Recent Advances in Natural Language Processing (RANLP 2019), 2019, Page(s) 122-131
Éditeur: RANLP

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

Auteurs: Marco Maru, Federico Scozzafava, Federico Martelli, Roberto Navigli
Publié dans: 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
Éditeur: 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

Auteurs: Ignacio Iacobacci, Roberto Navigli
Publié dans: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 1685-1695
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1165

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

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

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

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

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

Auteurs: Rocco Tripodi, Roberto Navigli
Publié dans: 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
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/D19-1009

Building semantic grams of human knowledge

Auteurs: Valentina Leone Giovanni Siragusa Luigi Di Caro Roberto Navigli
Publié dans: Proceedings of LREC 2020, 2020, Page(s) 2991-3000
Éditeur: European Language Resources Association

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

Auteurs: Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Publié dans: Proceedings of LREC 2020, 2020, Page(s) 5905-5911
Éditeur: European Language Resource Association

Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation

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

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

Auteurs: 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
Publié dans: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, Page(s) 12471–12491
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.08414

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

Auteurs: Rexhina Blloshmi, Rocco Tripodi, Roberto Navigli
Publié dans: Proc. of EMNLP, 2020, Page(s) 2487-2500
Éditeur: ACL
DOI: 10.18653/v1/2020.emnlp-main.195

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

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

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

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

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

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

GeneSis: A Generative Approach to Substitutes in Context

Auteurs: Caterina Lacerra, Rocco Tripodi, Roberto Navigli
Publié dans: Proc. of EMNLP, 2021, Page(s) 10810-10823
Éditeur: ACL
DOI: 10.18653/v1/2021.emnlp-main.844

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

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

Integrating Personalized PageRank into Neural Word Sense Disambiguation

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

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

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

ALaSca: an Automated approach for Large-Scale Lexical Substitution

Auteurs: Caterina Lacerra; Tommaso Pasini; Rocco Tripodi; Roberto Navigli
Publié dans: Proc. of IJCAI, 2021, Page(s) 3836-3842
Éditeur: 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

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

Knowledge Graphs

Auteurs: 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
Publié dans: ACM Computing Surveys, 2021, Page(s) 1-37, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

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

Auteurs: Tommaso Pasini, Roberto Navigli
Publié dans: Artificial Intelligence, Numéro 279, 2020, Page(s) 103215, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2019.103215

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