Challenges and Strategies in Cross-Cultural NLP

Daniel Hershcovich; Stella Frank; Heather Lent; Miryam de Lhoneux; Mostafa Abdou; Stephanie Brandl; Emanuele Bugliarello; Laura Cabello Piqueras; Ilias Chalkidis; Ruixiang Cui; Constanza Fierro; Katerina Margatina; Phillip Rust; Anders Søgaard

doi:10.18653/v1/2022.acl-long.482

Challenges and Strategies in Cross-Cultural NLP

Daniel Hershcovich^*, Stella Frank, Heather Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard

^*Corresponding author af dette arbejde

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

66 Citationer (Scopus)

40 Downloads (Pure)

Abstract

Various efforts in the Natural Language Processing (NLP) community have been made to accommodate linguistic diversity and serve speakers of many different languages. However, it is important to acknowledge that speakers and the content they produce and require, vary not just by language, but also by culture. Although language and culture are tightly linked, there are important differences. Analogous to cross-lingual and multilingual NLP, cross-cultural and multicultural NLP considers these differences in order to better serve users of NLP systems. We propose a principled framework to frame these efforts, and survey existing and potential strategies.

Originalsprog	Engelsk
Titel	ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)
Redaktører	Smaranda Muresan, Preslav Nakov, Aline Villavicencio
Vol/bind	1
Forlag	Association for Computational Linguistics (ACL)
Publikationsdato	2022
Sider	6997-7013
ISBN (Elektronisk)	9781955917216
DOI	https://doi.org/10.18653/v1/2022.acl-long.482
Status	Udgivet - 2022
Begivenhed	60th Annual Meeting of the Association for Computational Linguistics, ACL 2022 - Dublin, Irland Varighed: 22 maj 2022 → 27 maj 2022

Konference

Konference	60th Annual Meeting of the Association for Computational Linguistics, ACL 2022
Land/Område	Irland
By	Dublin
Periode	22/05/2022 → 27/05/2022
Sponsor	Amazon Science, Bloomberg Engineering, et al., Google Research, Liveperson, Meta

Bibliografisk note

Publisher Copyright:
© 2022 Association for Computational Linguistics.

Adgang til dokumentet

10.18653/v1/2022.acl-long.482Licens: CC BY

FulltextForlagets udgivne version, 413 KBLicens: CC BY

Citationsformater

Hershcovich, D., Frank, S., Lent, H., de Lhoneux, M., Abdou, M., Brandl, S., Bugliarello, E., Piqueras, L. C., Chalkidis, I., Cui, R., Fierro, C., Margatina, K., Rust, P., & Søgaard, A. (2022). Challenges and Strategies in Cross-Cultural NLP. I S. Muresan, P. Nakov, & A. Villavicencio (red.), ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) (Bind 1, s. 6997-7013). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2022.acl-long.482

Challenges and Strategies in Cross-Cultural NLP. / Hershcovich, Daniel ; Frank, Stella; Lent, Heather; de Lhoneux, Miryam; Abdou, Mostafa; Brandl, Stephanie ; Bugliarello, Emanuele ; Piqueras, Laura Cabello ; Chalkidis, Ilias ; Cui, Ruixiang ; Fierro, Constanza; Margatina, Katerina; Rust, Phillip ; Søgaard, Anders.

ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). red. / Smaranda Muresan; Preslav Nakov; Aline Villavicencio. Bind 1 Association for Computational Linguistics (ACL), 2022. s. 6997-7013.

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

Hershcovich, D , Frank, S, Lent, H, de Lhoneux, M, Abdou, M, Brandl, S , Bugliarello, E , Piqueras, LC , Chalkidis, I , Cui, R , Fierro, C, Margatina, K, Rust, P & Søgaard, A 2022, Challenges and Strategies in Cross-Cultural NLP. i S Muresan, P Nakov & A Villavicencio (red), ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). bind 1, Association for Computational Linguistics (ACL), s. 6997-7013, 60th Annual Meeting of the Association for Computational Linguistics, ACL 2022, Dublin, Irland, 22/05/2022. https://doi.org/10.18653/v1/2022.acl-long.482

Hershcovich D , Frank S, Lent H, de Lhoneux M, Abdou M, Brandl S et al. Challenges and Strategies in Cross-Cultural NLP. I Muresan S, Nakov P, Villavicencio A, red., ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Bind 1. Association for Computational Linguistics (ACL). 2022. s. 6997-7013 https://doi.org/10.18653/v1/2022.acl-long.482

Hershcovich, Daniel ; Frank, Stella ; Lent, Heather ; de Lhoneux, Miryam ; Abdou, Mostafa ; Brandl, Stephanie ; Bugliarello, Emanuele ; Piqueras, Laura Cabello ; Chalkidis, Ilias ; Cui, Ruixiang ; Fierro, Constanza ; Margatina, Katerina ; Rust, Phillip ; Søgaard, Anders. / Challenges and Strategies in Cross-Cultural NLP. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). red. / Smaranda Muresan ; Preslav Nakov ; Aline Villavicencio. Bind 1 Association for Computational Linguistics (ACL), 2022. s. 6997-7013

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