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Apr, 2020
跨语言词向量稳定性变异的分析
Analyzing the Surprising Variability in Word Embedding Stability Across Languages
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Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea
TL;DR
我们探索了不同语言中词嵌入的稳定性,并讨论了与稳定性相关的语言属性,如词缀和语言性别系统等,这对于研究语言趋势的词嵌入应用具有重要意义。
Abstract
word embeddings
are powerful representations that form the foundation of many
natural language processing
architectures and tasks, both in English and in other languages. To gain further insight into
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