Show simple item record

dc.contributor.authorJose, Navya
dc.contributor.authorChakravarthi, Bharathi Raja
dc.contributor.authorSuryawanshi, Shardul
dc.contributor.authorSherly, Elizabeth
dc.contributor.authorMcCrae, John P.
dc.date.accessioned2020-07-20T09:47:20Z
dc.date.available2020-07-20T09:47:20Z
dc.date.issued2020-03-06
dc.identifier.citationJose, Navya, Chakravarthi, Bharathi Raja, Suryawanshi, Shardul, Sherly, Elizabeth, & McCrae, John P. (2020). A survey of current datasets for code-switching research. Paper presented at the 6th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 06-07 March, doi: 10.1109/ICACCS48705.2020.9074205.en_IE
dc.identifier.isbn978-1-7281-5197-7
dc.identifier.urihttp://hdl.handle.net/10379/16090
dc.description.abstractCode switching is a prevalent phenomenon in the multilingual community and social media interaction. In the past ten years, we have witnessed an explosion of code switched data in the social media that brings together languages from low resourced languages to high resourced languages in the same text, sometimes written in a non-native script. This increases the demand for processing code-switched data to assist users in various natural language processing tasks such as part-ofspeech tagging, named entity recognition, sentiment analysis, conversational systems, and machine translation, etc. The available corpora for code switching research played a major role in advancing this area of research. In this paper, we propose a set of quality metrics to evaluate the dataset and categorize them accordingly.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherIEEEen_IE
dc.relation.ispartof2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)en
dc.subjectcode switchingen_IE
dc.subjectnatural language processingen_IE
dc.subjectdataseten_IE
dc.titleA survey of current datasets for code-switching researchen_IE
dc.typeConference Paperen_IE
dc.date.updated2020-07-17T10:49:07Z
dc.identifier.doi10.1109/ICACCS48705.2020.9074205
dc.local.publishedsourcehttps://dx.doi.org/10.1109/ICACCS48705.2020.9074205en_IE
dc.description.peer-reviewednon-peer-reviewed
dc.internal.rssid21665190
dc.local.contactShardul Suryawanshi, Ida Business Park, Lower Dangan, Galway. Email: shardul.suryawanshi@insight-centre.org
dc.local.copyrightcheckedYes
dc.local.versionPUBLISHED
nui.item.downloads55


Files in this item

Attribution-NonCommercial-NoDerivs 3.0 Ireland
This item is available under the Attribution-NonCommercial-NoDerivs 3.0 Ireland. No item may be reproduced for commercial purposes. Please refer to the publisher's URL where this is made available, or to notes contained in the item itself. Other terms may apply.

The following license files are associated with this item:

Thumbnail

This item appears in the following Collection(s)

Show simple item record