Found in Translation: Sourcing parallel corpora for low-resource language pairs

This paper describes the sourcing, processing, and application of parallel text data for Icelandic and Polish for the purpose of bilingual lexicon induction (BLI), demonstrating how a parallel corpus can be compiled for a low-to-medium resource language pair that has no available parallel data, by pivoting through a common language. We show the usefulness of the corpus by training and evaluating a machine translation (MT) model on the data. Iceland's linguistic landscape is evolving, with an increasing need for multilingual support due to the growing immigrant population. Polish, in particular, stands out as the language of the largest single minority in Iceland, underscoring the importance of this project.

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Publication Details

Journal
Digital Humanities in the Nordic and Baltic Countries Publications
Published
2025-03-14
DOI
https://doi.org/10.5617/dhnbpub.12313
Primary Topic
Natural Language Processing Techniques
Type
article
Field-Weighted Citation Impact
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article

Found in Translation: Sourcing parallel corpora for low-resource language pairs

Hinrik Hafsteinsson, Steinþór Steingrímsson
Digital Humanities in the Nordic and Baltic Countries Publications
Natural Language Processing Techniques
article

Found in Translation: Sourcing parallel corpora for low-resource language pairs

Hinrik Hafsteinsson, Steinþór Steingrímsson
article en

Abstract

This paper describes the sourcing, processing, and application of parallel text data for Icelandic and Polish for the purpose of bilingual lexicon induction (BLI), demonstrating how a parallel corpus can be compiled for a low-to-medium resource language pair that has no available parallel data, by pivoting through a common language. We show the usefulness of the corpus by training and evaluating a machine translation (MT) model on the data. Iceland's linguistic landscape is evolving, with an increasing need for multilingual support due to the growing immigrant population. Polish, in particular, stands out as the language of the largest single minority in Iceland, underscoring the importance of this project.

Digital Humanities in the Nordic and Baltic Countries PublicationsVol. 7(3)
University of Iceland (IS), Árni Magnússon Institute for Icelandic Studies (IS)
Openalex Percentile: Top 98%
Natural Language Processing Techniques
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