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open access

Synthetic data for annotation and extraction of family history information from clinical text

Description: This article investigates the use of synthetic data for the annotation and automated extraction of family history information relating to cases of cardiac disease from Norwegian clinical text. This work assesses the validity and applicability of the annotated synthetic corpus using machine learning techniques. The methodology outlined in this article may be useful in other situations where limited availability of clinical text hinders NLP tasks.
Date: July 14, 2021
Creator: Brekke, Pål H.; Kasicheyanula, Taraka; Pilán, Ildikó; Nytrø, Øystein & Øvrelid, Lilja
Partner: UNT College of Information
open access

Challenges to Representing Personal Names and Language Names in Language Archives: Examples from Northeast India

Description: Article reviewing one particular challenge to data management relevant to South Asia, which is the complexity of names (of individuals, groups, and languages). It was presented at the 1st International Workshop on Digital Language Archives held on September 30-October 1, 2021 as part of the ACM/IEEE Joint Conference on Digital Libraries 2021.
Date: October 7, 2021
Creator: Burke, Mary & Chelliah, Shobhana Lakshmi
Partner: UNT College of Information

Leveraging Digital Library Infrastructure to Build a Language Archive

Description: Presentation describing the ongoing CoRSAL (Computational Resource for South Asian Languages) project, including background on the UNT Digital Library infrastructure and metadata schema, specific fields that have presented issues or areas of discussion for language data records (language, creator/contributor, and relation), and final conclusions about the collaboration so far.
Date: September 30, 2021
Creator: Phillips, Mark Edward & Tarver, Hannah
Partner: UNT Libraries
open access

Proceedings of the International Workshop on Digital Language Archives: LangArc 2021

Description: Conference proceedings of the 1st International Workshop on Digital Language Archives held on September 30-October 1, 2021 as part of the ACM/IEEE Joint Conference on Digital Libraries 2021. It includes 14 peer-reviewed papers that were presented at the workshop and an introduction from the workshop organizers.
Date: October 7, 2021
Creator: Zavalina, Oksana & Chelliah, Shobhana Lakshmi
Partner: UNT College of Information
open access

Neural classification of Norwegian radiology reports: using NLP to detect findings in CT-scans of children

Description: This article trained machine learning techniques to classify Norwegian radiology reports of pediatric CT examinations according to their description of abnormal findings. The developed models are robust with respect to different contexts, and may be used in quality assurance processes.
Date: March 4, 2021
Creator: Dahl, Fredrik A.; Rama, Taraka; Hurlen, Petter; Brekke, Pål H.; Husby, Haldor; Gundersen, Tore et al.
Partner: UNT College of Information
captions transcript

CoRSAL 5th Annual Planning Meeting

Description: Video recording of Computational Resource for South Asian Languages' (CoRSAL) 5th Annual Planning Meeting which focused on increasing engagement with CoRSAL through social media.
Date: October 1, 2021
Duration: 3 hours 35 minutes 21 seconds
Creator: University of North Texas. Department of Linguistics.
Partner: UNT College of Information
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