Multilingual Modelling for Resource-Poor Languages

Bjerva, Johannes (PI (principal investigator))
Lent, Heather Christine (Projektdeltager)
Chen, Yiyi (Projektdeltager)
Ploeger, Esther (Projektdeltager)
Fekete, Marcell Richard (Projektdeltager)
Lavrinovics, Ernests (Projektdeltager)

8 Konferenceartikel i proceeding
5 Preprint
3 Tidsskriftartikel
1 Bidrag til bog/antologi

17 resultater

2024
A Call for Consistency in Reporting Typological Diversity
Poelman, W., Ploeger, E., de Lhoneux, M. & Bjerva, J., 17 mar. 2024, Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP. Association for Computational Linguistics
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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CreoleVal: Multilingual Multitask Benchmarks for Creoles
Lent, H., Tatariya, K., Dabre, R., Chen, Y., Fekete, M., Ploeger, E., Zhou, L., Armstrong, R-A., Eijansantos, A., Malau, C., Heje, H. E., Lavrinovics, E., Kanojia, D., Belony, P., Bollmann, M., Grobol, L., de Lhoneux, M., Hershcovich, D., DeGraff, M., Søgaard, A., & 1 flereBjerva, J., 10 apr. 2024, (Accepteret/In press) I: Transactions of the Association for Computational Linguistics (TACL). 28 s.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Multilingual Gradient Word-Order Typology from Universal Dependencies
Baylor, E., Ploeger, E. & Bjerva, J., 17 mar. 2024, Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: EACL. St. Julian’s, Malta: Association for Computational Linguistics, Bind 2.
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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Patterns of Persistence and Diffusibility across the World's Languages
Chen, Y. & Bjerva, J., 3 jan. 2024.
Publikation: Working paper/Preprint › Preprint
Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification
Tatariya, K., Lent, H. C., Bjerva, J. & de Lhoneux, M., 17 mar. 2024, Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP. Association for Computational Linguistics
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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Text Embedding Inversion Security for Multilingual Language Models
Chen, Y., Lent, H. C. & Bjerva, J., 22 jan. 2024, 18 s.
Publikation: Working paper/Preprint › Preprint
The CLIN33 Shared Task on the Detection of Text Generated by Large Language Models
Fivez, P., Daelemans, W., Van de Cruys, T., Kashnitsky, Y., Chamezopoulos, S., Mohammadi, H., Giachanou, A., Bagheri, A., Poelman, W., Vladika, J., Ploeger, E., Bjerva, J., Matthes, F. & van Halteren, H., 21 mar. 2024, I: Computational Linguistics in the Netherlands Journal. 13, s. 233–259
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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Utilizing Phonetic Similarity for Cross-source and Cross-language Toponym Matching - a Benchmark and Prototype
Sagi, T., Zaga, M., Rusinek, S., Fekete, M., Bjerva, J. & Hose, K., 20 mar. 2024, (Afsendt).
Publikation: Working paper/Preprint › Preprint
What is 'Typological Diversity' in NLP?
Ploeger, E., Poelman, W., de Lhoneux, M. & Bjerva, J., 6 feb. 2024, (Afsendt).
Publikation: Working paper/Preprint › Preprint
2023
Colex2Lang: Language Embeddings from Semantic Typology
Chen, Y., Biswas, R. & Bjerva, J., 22 maj 2023, Proceedings of the 24rd Nordic Conference on Computational Linguistics (NoDaLiDa). Association for Computational Linguistics, s. 673-684
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20 Downloads (Pure)
Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness
Chen, Y. & Bjerva, J., jul. 2023, ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023. Nicolai, G., Chodroff, E., Coltekin, C. & Mailhot, F. (red.). Association for Computational Linguistics, s. 98-109 12 s.
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1 Citationer (Scopus)

14 Downloads (Pure)
CreoleVal: Multilingual Multitask Benchmarks for Creoles
Lent, H., Tatariya, K., Dabre, R., Chen, Y., Fekete, M., Ploeger, E., Zhou, L., Heje, H. E., Kanojia, D., Belony, P., Bollmann, M., Grobol, L., de Lhoneux, M., Hershcovich, D., DeGraff, M., Søgaard, A. & Bjerva, J., 30 okt. 2023, arXiv, 17 s.
Publikation: Working paper/Preprint › Preprint

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Gradual Language Model Adaptation Using Fine-Grained Typology
Fekete, M. R. & Bjerva, J., maj 2023, Proceedings of the 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP. Association for Computational Linguistics, s. 153-158 6 s.
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Patterns of Closeness and Abstractness in Colexifications: The Case of Indigineous Languages in the Americas
Chen, Y. & Bjerva, J., jul. 2023, Third Workshop on NLP for Indigenous Languages of the Americas. Association for Computational Linguistics, 4 s.
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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The Past, Present, and Future of Typological Databases in NLP
Baylor, E., Ploeger, E. & Bjerva, J., dec. 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics, s. 1163-1169 7 s.
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1 Citationer (Scopus)
The Role of Typological Feature Prediction in NLP and Linguistics
Bjerva, J., 8 okt. 2023, (Accepteret/In press) I: Computational Linguistics.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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Typological Challenges for the Application of Multilingual Language Models in the Digital Humanities
Fekete, M. R., Bjerva, J. & Beinborn, L., 28 dec. 2023, Multilingual Digital Humanities. Viola, L. & Spence, P. (red.). Routledge, (Digital Research in the Arts and Humanities).
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Bidrag til bog/antologi › Forskning › peer review

1 Citationer (Scopus)

Multilingual Modelling for Resource-Poor Languages

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