CLD2: Language Documentation Meets Natural Language Processing for Revitalising Endangered Languages

Roberto Zariquiey, Arturo Oncevay, Javier Vera

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

Language revitalisation should not be understood as a direct outcome of language documentation, which is mainly focused on the creation of language repositories. Natural language processing (NLP) offers the potential to complement and exploit these repositories through the development of language technologies that may contribute to improving the vitality status of endangered languages. In this paper, we discuss the current state of the interaction between language documentation and computational linguistics, present a diagnosis of how the outputs of recent documentation projects for endangered languages are under-utilised for the NLP community, and discuss how the situation could change from both the documentary linguistics and NLP perspectives. All this is introduced as a bridging paradigm dubbed as Computational Language Documentation and Development (CLD2). CLD2 calls for (1) the inclusion of NLP-friendly annotated data as a deliverable of future language documentation projects; and (2) the exploitation of language documentation databases by the NLP community to promote the computerization of endangered languages, as one way to contribute to their revitalization.

Original languageEnglish
Title of host publicationCOMPUTEL 2022 - 5th Workshop on the Use of Computational Methods in the Study of Endangered Languages, Proceedings of the Workshop
EditorsSarah Moeller, Antonios Anastasopoulos, Antti Arppe, Aditi Chaudhary, Atticus Harrigan, Josh Holden, Jordan Lachler, Alexis Palmer, Shruti Rijhwani, Lane Schwartz
PublisherAssociation for Computational Linguistics (ACL)
Pages20-30
Number of pages11
ISBN (Electronic)9781955917308
StatePublished - 2022
Event5th Workshop on the Use of Computational Methods in the Study of Endangered Languages, COMPUTEL 2022 - Dublin, Ireland
Duration: 26 May 202227 May 2022

Publication series

NameCOMPUTEL 2022 - 5th Workshop on the Use of Computational Methods in the Study of Endangered Languages, Proceedings of the Workshop

Conference

Conference5th Workshop on the Use of Computational Methods in the Study of Endangered Languages, COMPUTEL 2022
Country/TerritoryIreland
CityDublin
Period26/05/2227/05/22

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