What a Creole Wants, What a Creole NeedsShow others and affiliations
2022 (English)In: LREC 2022: Thirteen International Conference on Language Resources and Evaluation / [ed] Calzolari, N Bechet, F Blache, P Choukri, K Cieri, C Declerck, T Goggi, S Isahara, H Maegaard, B Mazo, H Odijk, H Piperidis, S, European Language Resources Association, 2022, p. 6439-6449Conference paper, Published paper (Refereed)
Abstract [en]
In recent years, the natural language processing (NLP) community has given increased attention to the disparity of efforts directed towards high-resource languages over low-resource ones. Efforts to remedy this delta often begin with translations of existing English datasets into other languages. However, this approach ignores that different language communities have different needs. We consider a group of low-resource languages, Creole languages. Creoles are both largely absent from the NLP literature, and also often ignored by society at large due to stigma, despite these languages having sizable and vibrant communities. We demonstrate, through conversations with Creole experts and surveys of Creole-speaking communities, how the things needed from language technology can change dramatically from one language to another, even when the languages are considered to be very similar to each other, as with Creoles. We discuss the prominent themes arising from these conversations, and ultimately demonstrate that useful language technology cannot be built without involving the relevant community.
Place, publisher, year, edition, pages
European Language Resources Association, 2022. p. 6439-6449
Keywords [en]
natural language processing, low-resource languages, Creole
National Category
General Language Studies and Linguistics
Identifiers
URN: urn:nbn:se:uu:diva-497159ISI: 000889371706059ISBN: 979-10-95546-72-6 (electronic)OAI: oai:DiVA.org:uu-497159DiVA, id: diva2:1739700
Conference
13th International Conference on Language Resources and Evaluation (LREC), JUN 20-25, 2022, Marseille, FRANCE
Funder
Swedish Research Council, 2020-00437EU, Horizon 2020, 8011992023-02-272023-02-272023-02-27Bibliographically approved