巴斯克语方言资源目录:在线语料集与标准语至方言的适配 / A Catalog of Basque Dialectal Resources: Online Collections and Standard-to-Dialectal Adaptations
1️⃣ 一句话总结
这篇论文为了解决巴斯克语方言自然语言处理中数据稀缺的问题,系统性地整理并创建了一个包含在线原生方言数据和标准语到方言的适配数据的资源目录,为相关研究提供了重要的数据基础。
Recent research on dialectal NLP has identified data scarcity as a primary limitation. To address this limitation, this paper presents a catalog of contemporary Basque dialectal data and resources, offering a systematic and comprehensive compilation of the dialectal data currently available in Basque. Two types of data sources have been distinguished: online data originally written in some dialect, and standard-to-dialect adapted data. The former includes all dialectal data that can be found online, such as news and radio sites, informal tweets, as well as online resources such as dictionaries, atlases, grammar rules, or videos. The latter consists of data that has been adapted from the standard variety to dialectal varieties, either manually or automatically. Regarding the manual adaptation, the test split of the XNLI Natural Language Inference dataset was manually adapted into three Basque dialects: Western, Central, and Navarrese-Lapurdian, yielding a high-quality parallel gold standard evaluation dataset. With respect to the automatic dialectal adaptation, the automatically adapted physical commonsense dataset (BasPhyCowest) underwent additional manual evaluation by native speakers to assess its quality and determine whether it could serve as a viable substitute for full manual adaptation (i.e., silver data creation).
巴斯克语方言资源目录:在线语料集与标准语至方言的适配 / A Catalog of Basque Dialectal Resources: Online Collections and Standard-to-Dialectal Adaptations
这篇论文为了解决巴斯克语方言自然语言处理中数据稀缺的问题,系统性地整理并创建了一个包含在线原生方言数据和标准语到方言的适配数据的资源目录,为相关研究提供了重要的数据基础。
源自 arXiv: 2603.25189