“Bridging the technology gap: Integrating Malta into European Research and Innovation efforts for AI-based language technologies”

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

1st Summer School Report
Plan for Dissemination & Exploitation
Webinar Series Report
2nd Summer School Report
Engaging and Enabling Researchers Workshop
Project website and promotion material

Project website and promotion material incl video

Common Challenges in EU Funding Report
Report on Highly Specialized ESR Trainings

Pubblicazioni

Exploring the Impact of Transliteration on NLP Performance: Treating Maltese as an Arabic Dialect

Autori: Kurt Micallef, Fadhl Eryani, Nizar Habash, Houda Bouamor, Claudia Borg
Pubblicato in: Proceedings of the Workshop on Computation and Written Language (CAWL 2023), 2023, Pagina/e 22-32
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.cawl-1.4

FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN

Autori: Milind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondřej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javor
Pubblicato in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023, Pagina/e 1–61
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.iwslt-1.1

Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions.

Autori: Albert Gatt, Marc Tanti, Adrian Muscat, Patrizia Paggio, Reuben A Farrugia, Claudia Borg, Kenneth P Camilleri, Michael Rosner, and Lonneke van der Plas.
Pubblicato in: Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018, Pagina/e 3323-3328
Editore: European Language Resources Association (ELRA).

From Linguistic Linked Data to Big Data

Autori: Dimitar Trajanov, Elena Apostol, Radovan Garabik, Katerina Gkirtzou, Dagmar Gromann, Chaya Liebeskind, Cosimo Palma, Michael Rosner, Alexia Sampri, Gilles Sérasset, Blerina Spahiu, Ciprian-Octavian Truică, Giedre Valunaite Oleskeviciene
Pubblicato in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Pagina/e 7489–7502
Editore: ELRA and ICCL

Findings of the 2021 Conference on Machine Translation (WMT21)

Autori: Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondřej Bojar, Rajen Chatterjee, Vishrav Chaudhary, Marta R. Costa-jussa, Cristina España-Bonet, Angela Fan, Christian Federmann, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Leonie Harter, Kenneth Heafield, Christopher Homan, Matthias Huck, Kwabena Amponsah-Kaakyire, Jungo Kasai, Daniel Khashabi, Kevin Knight, Tom
Pubblicato in: Proceedings of the Sixth Conference on Machine Translation, 2021, Pagina/e 1–88
Editore: Association for Computational Linguistics

Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching

Autori: Kurt Micallef, Nizar Habash, Claudia Borg, Fadhl Eryani, Houda Bouamor
Pubblicato in: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, Pagina/e 1014–1025
Editore: Association for Computational Linguistics

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

Autori: Simone Tedeschi; Johan Bos; Thierry Declerck; Jan Hajič; Daniel Hershcovich; Eduard Hovy; Alexander Koller; Simon Krek; Steven Schockaert; Rico Sennrich; Ekaterina Shutova; Roberto Navigli
Pubblicato in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, Pagina/e 12471–12491
Editore: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.08414

On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense?

Autori: Bernadeta Griciūtė, Marc Tanti, Lucia Donatelli
Pubblicato in: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), 2023, Pagina/e 173–177
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2022.flp-1.25

A Linked Data Approach for linking and aligning Sign Language and Spoken Language Data

Autori: Thierry Declerck, Sam Bigeard, Fahad Khan, Irene Murtagh, Sussi Olsen, Mike Rosner, Ineke Schuurman, Andon Tchechmedjiev, Andy Way
Pubblicato in: Proceedings of the Second International Workshop on Automatic Translation for Signed and Spoken Languages, 2023, Pagina/e 11–21
Editore: European Association for Machine Translation

Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts

Autori: Karen Fort, Laura Alonso Alemany, Luciana Benotti, Julien Bezançon, Claudia Borg, Marthese Borg, Yongjian Chen, Fanny Ducel, Yoann Dupont, Guido Ivetta, Zhijian Li, Margot Mieskes, Marco Naguib, Yuyan Qian, Matteo Radaelli, Wolfgang S. Schmeisser-Nieto, Emma Raimundo Schulz, Thiziri Saci, Sarah Saidi, Javier Torroba Marchante, Shilin Xie, Sergio E. Zanotto, Aurélie Névéol
Pubblicato in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Pagina/e 17764–17769
Editore: ELRA and ICCL

Leveraging DBnary Data to Enrich Information of Multiword Expressions in Wiktionary

Autori: Serasset, Gilles; Declerck, Thierry; Bajčetić, Lenka
Pubblicato in: LDK 2023 – 4th Conference on Language, Data and Knowledge, 2023, Pagina/e 49–60
Editore: NOVA CLUNL

UM-DFKI Maltese Speech Translation

Autori: Aiden Williams, Kurt Abela, Rishu Kumar, Martin Bär, Hannah Billinghurst, Kurt Micallef, Ahnaf Mozib Samin, Andrea DeMarco, Lonneke van der Plas, Claudia Borg
Pubblicato in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023, Pagina/e 433–441
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.iwslt-1.41

Cross-lingual Transfer Learning with Persian

Autori: Sepideh Mollanorozy, Marc Tanti, Malvina Nissim
Pubblicato in: Proceedings of the 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, 2023, Pagina/e 89–95
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.sigtyp-1.9

COMET for Low-Resource Machine Translation Evaluation: A Case Study of English-Maltese and Spanish-Basque

Autori: Júlia Falcão, Claudia Borg, Nora Aranberri, Kurt Abela
Pubblicato in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Pagina/e 3553–3565
Editore: ELRA and ICCL

Visually grounded generation of entailments from premises

Autori: Somayeh Jafaritazehjani, Albert Gatt, Marc Tanti
Pubblicato in: Proceedings of the 12th International Conference on Natural Language Generation, 2019, Pagina/e 178-188
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/w19-8625

Towards a Corpus of Spoken Maltese: Korpus tal-Malti Mitkellem, KMM

Autori: Alexandra (Sandra) Vella, Sarah Agius, Aiden Williams, Claudia Borg
Pubblicato in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Pagina/e 16343–16352
Editore: ELRA and ICCL

The 2023 WebNLG Shared Task on Low Resource Languages. Overview and Evaluation Results (WebNLG 2023)

Autori: Liam Cripwell, Anya Belz, Claire Gardent, Albert Gatt, Claudia Borg, Marthese Borg, John Judge, Michela Lorandi, Anna Nikiforovskaya, William Soto Martinez
Pubblicato in: Proceedings of the Workshop on Multimodal, Multilingual Natural Language Generation and Multilingual WebNLG Challenge (MM-NLG 2023), 2023, Pagina/e 55–66
Editore: Association for Computational Linguistics

Linguistic LOD for Interoperable Morphological Description

Autori: Michael Rosner, Maxim Ionov
Pubblicato in: Proceedings of the 9th Workshop on Linked Data in Linguistics @ LREC-COLING 2024, 2024, Pagina/e 94–102
Editore: ELRA and ICCL

PARSEME multilingual corpus of verbal multiword expressions.

Autori: Savary, Agata & Candito, Marie & Mititelu, Verginica & Bejček, Eduard & Cap, Fabienne & Čéplö, Slavomír & Cordeiro, Silvio & Eryiğit, Gülşen & Giouli, Voula & Van Gompel, Maarten & HaCohen-Kerner, Yaakov & Kovalevskaitė, Jolanta & Krek, Simon & Liebeskind, Chaya & Monti, Johanna & Parra Escartín, Carla & Der, Lonneke & Qasemi Zadeh, Behrang & Ramisch, Carlos & Vincze, Veronika.
Pubblicato in: Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop, 2018, ISBN 978-3-96110-123-8
Editore: Language Science Press

Enriching Multiword Terms in Wiktionary with Pronunciation Information

Autori: Lenka Bajcetic, Thierry Declerck, Gilles Sérasset
Pubblicato in: Proceedings of the 19th Workshop on Multiword Expressions (MWE 2023), 2023, Pagina/e 65–72
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.mwe-1.10

Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese

Autori: Kurt Micallef, Albert Gatt, Marc Tanti, Lonneke van der Plas and Claudia Borg
Pubblicato in: Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing, 2022, Pagina/e 90–101
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2022.deeplo-1.10

Beyond Concatenative Morphology: Applying OntoLex-Morph to Maltese

Autori: Maxim Ionov, Mike Rosner
Pubblicato in: Proceedings of the 4th Conference on Language, Data and Knowledge, 2023, Pagina/e 385–391
Editore: NOVA CLUNL

Topic Classification and Headline Generation for Maltese Using a Public News Corpus

Autori: Amit Kumar Chaudhary, Kurt Micallef, Claudia Borg
Pubblicato in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Pagina/e 16274–16281
Editore: ELRA and ICCL

Transfer learning from language models to image caption generators: Better models may not transfer better

Autori: Marc Tanti, Albert Gatt and Kenneth Micallef
Pubblicato in: 2019
Editore: arXiv preprint

A Dependency Parser for Maltese - Comparing the impact of transfer learning from Romance and Semitic Languages

Autori: Andrei Zammit, Slavomír Čéplö, Lonneke van der Plas, Claudia Borg
Pubblicato in: Abstract in the 7th International Conference on Maltese Linguistics, 2019
Editore: Għaqda Internazzjonali tal-Lingwistika Maltija

Where to put the image in an image caption generator

Autori: MARC TANTI, ALBERT GATT, KENNETH P. CAMILLERI
Pubblicato in: Natural Language Engineering, Numero 24, 2020, Pagina/e 467-489, ISSN 1351-3249
Editore: Cambridge University Press
DOI: 10.1017/s1351324918000098

Prosodic and gestural marking of complement fronting in Maltese

Autori: Paggio, Patrizia and Galea, Luke and Vella, Alexandra
Pubblicato in: The languages of Malta, 2018, Pagina/e 81–116
Editore: Language Science Press
DOI: 10.5281/zenodo.1181805

Quantifying the Amount of Visual Information Used by Neural Caption Generators

Autori: Marc Tanti, Albert Gatt, Kenneth P. Camilleri
Pubblicato in: Lecture Notes in Computer Science, Computer Vision – ECCV 2018 Workshops, Numero vol 11132, 2023, Pagina/e 124-132, ISBN 978-3-030-11017-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-11018-5_11

Automatic Removal of Identifying Information in Official EU Languages for Public Administrations: The MAPA Project

Autori: Lucie Gianola, Ēriks Ajausks, Victoria Arranz, Chomicha Bendahman, Laurent Bié, Claudia Borg, Aleix Cerdà, Khalid Choukri, Montse Cuadros, Ona De Gibert, Hans Degroote, Elena Edelman, Thierry Etchegoyhen, Ángela Franco Torres, Mercedes García Hernandez, Aitor García Pablos, Albert Gatt, Cyril Grouin, Manuel Herranz, Alejandro Adolfo Kohan, Thomas Lavergne, Maite Melero, Patrick Paroubek, Mic
Pubblicato in: Frontiers in Artificial Intelligence and Applications, Legal Knowledge and Information Systems, Numero Volume 334: Legal Knowledge and Information Systems, 2020, Pagina/e 223 - 226
Editore: IOS Press
DOI: 10.3233/faia200869

Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions

Autori: Marc Tanti, Albert Gatt, Adrian Muscat
Pubblicato in: Lecture Notes in Computer Science, Computer Vision – ECCV 2018 Workshops, Numero vol 11132, 2023, Pagina/e 114-123, ISBN 978-3-030-11017-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-11018-5_10

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