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Jun, 2024
使用音素表示进行低资源语言的零射击跨语言命名实体识别
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages
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Jimin Sohn, Haeji Jung, Alex Cheng, Jooeon Kang, Yilin Du...
TL;DR
提出一种基于国际音标的音素表示的零样本跨语言命名实体识别方法,可有效提高低资源语言的性能,并在非拉丁文脚本上表现出很强的鲁棒性。
Abstract
Existing
zero-shot cross-lingual ner
approaches require substantial prior knowledge of the target language, which is impractical for
low-resource languages
. In this paper, we propose a novel approach to NER using
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