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Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records
Joint Authors
Damaševičius, Robertas
Woźniak, Marcin
Maskeliūnas, Rytis
Žitkus, Voldemaras
Butkienė, Rita
Butleris, Rimantas
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-03-20
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Coreference resolution is a challenging part of natural language processing (NLP) with applications in machine translation, semantic search and other information retrieval, and decision support systems.
Coreference resolution requires linguistic preprocessing and rich language resources for automatically identifying and resolving such expressions.
Many rarer and under-resourced languages (such as Lithuanian) lack the required language resources and tools.
We present a method for coreference resolution in Lithuanian language and its application for processing e-health records from a hospital reception.
Our novelty is the ability to process coreferences with minimal linguistic resources, which is important in linguistic applications for rare and endangered languages.
The experimental results show that coreference resolution is applicable to the development of NLP-powered online healthcare services in Lithuania.
American Psychological Association (APA)
Žitkus, Voldemaras& Butkienė, Rita& Butleris, Rimantas& Maskeliūnas, Rytis& Damaševičius, Robertas& Woźniak, Marcin. 2019. Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records. Computational and Mathematical Methods in Medicine،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1130765
Modern Language Association (MLA)
Žitkus, Voldemaras…[et al.]. Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records. Computational and Mathematical Methods in Medicine No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1130765
American Medical Association (AMA)
Žitkus, Voldemaras& Butkienė, Rita& Butleris, Rimantas& Maskeliūnas, Rytis& Damaševičius, Robertas& Woźniak, Marcin. Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records. Computational and Mathematical Methods in Medicine. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1130765
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1130765