Although there are a couple of open-source language processing pipelines
available for Hungarian, none of them satisfies the requirements of today's NLP
applications. A language processing pipeline should consist of close to
state-of-the-art lemmatization, morphosyntactic analysis, entity recognition
and word embeddings. Industrial text processing applications have to satisfy
non-functional software quality requirements, what is more, frameworks
supporting multiple languages are more and more favored. This paper introduces
HuSpaCy, an industry-ready Hungarian language processing toolkit. The presented
tool provides components for the most important basic linguistic analysis
tasks. It is open-source and is available under a permissive license. Our
system is built upon spaCy's NLP components resulting in an easily usable, fast
yet accurate application. Experiments confirm that HuSpaCy has high accuracy
while maintaining resource-efficient prediction capabilities.

本篇论文介绍了 HuSpaCy，这是一个针对匈牙利语的工业级自然语言处理工具包，包括词干提取、形态句法分析、实体识别和词嵌入等组件，并以 spaCy 的 NLP 组件为基础构建，能够高效而准确地完成文本处理任务。