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May, 2023
基于多语言共词图的低资源语言跨语言迁移学习
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs
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Yihong Liu, Haotian Ye, Leonie Weissweiler, Hinrich Schütze
TL;DR
本文提出利用未标注的平行语料库识别超过2000个概念在1335种语言中的共同词汇模式,并使用此模型训练高质量的多语言嵌入,从而展示共同词汇模式在多语言自然语言处理中的潜力。
Abstract
colexification
in comparative linguistics refers to the phenomenon of a lexical form conveying two or more distinct meanings. In this paper, we propose simple and effective methods to build
multilingual graphs
fr
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