首个斯洛伐克语概念词典,填补低资源语言工具空白
Slovak Conceptual Dictionary
- 构建首个机器可读的斯洛伐克语概念词典
- 解决斯洛伐克语自然语言处理中数据匮乏问题
- 为低资源语言研究者提供基础工具
在自然语言处理任务中,常需词典类工具,如词表、词形词典或知识库。然而,许多语言,尤其是低资源语言,缺乏足够的词典数据。本文介绍了首个面向斯洛伐克语的概念词典,作为该语言首个此类语言学工具。由于斯洛伐克语资源有限,目前尚无大规模机器可读的语言数据源,导致依赖自动文本处理的任务表现较差,甚至难以实现。
原文摘要 · Abstract (English)
When solving tasks in the field of natural language processing, we sometimes need dictionary tools, such as lexicons, word form dictionaries or knowledge bases. However, the availability of dictionary data is insufficient in many languages, especially in the case of low resourced languages. In this article, we introduce a new conceptual dictionary for the Slovak language as the first linguistic tool of this kind. Since Slovak language is a language with limited linguistic resources and there are currently not available any machine-readable linguistic data sources with a sufficiently large volume of data, many tasks which require automated processing of Slovak text achieve weaker results compared to other languages and are almost impossible to solve.
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