Adapting Definition Modeling for New Languages: A Case Study on Belarusian

Definition modeling, the task of generating new definitions for words in context, holds great prospect as a means to assist the work of lexicographers in documenting a broader variety of lects and languages, yet much remains to be done in order to assess how we can leverage pre-existing models for as-of-yet unsupported languages.In this work, we focus on adapting existing models to Belarusian, for which we propose a novel dataset of 43,150 definitions.Our experiments demonstrate that adapting a definition modeling systems requires minimal amounts of data, but that there currently are gaps in what automatic metrics do capture.

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Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.bsnlp-1.8
Primary Topic
linguistics and terminology studies
Type
article
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article

Adapting Definition Modeling for New Languages: A Case Study on Belarusian

Janine Siewert, Timothee Mickus, Daniela Kazakouskaya
linguistics and terminology studies
article

Adapting Definition Modeling for New Languages: A Case Study on Belarusian

Janine Siewert, Timothee Mickus, Daniela Kazakouskaya
article en

Abstract

Definition modeling, the task of generating new definitions for words in context, holds great prospect as a means to assist the work of lexicographers in documenting a broader variety of lects and languages, yet much remains to be done in order to assess how we can leverage pre-existing models for as-of-yet unsupported languages.In this work, we focus on adapting existing models to Belarusian, for which we propose a novel dataset of 43,150 definitions.Our experiments demonstrate that adapting a definition modeling systems requires minimal amounts of data, but that there currently are gaps in what automatic metrics do capture.

University of Helsinki (FI)
Quality Education
Openalex Percentile: Top 75%
linguistics and terminology studies
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