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Jul, 2022
社会科学的词嵌入:跨学科调查
Word Embedding for Social Sciences: An Interdisciplinary Survey
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Akira Matsui, Emilio Ferrara
TL;DR
研究机器学习模型,学习低维表示模式,将词嵌入技术应用于人类行为挖掘,探讨其优势和趋势,并警示相似性度量常常在单独层面返回一致结果,但在聚合层面则有可能产生不同结果。
Abstract
To extract essential information from
complex data
, computer scientists have been developing
machine learning
models that learn low-dimensional representation mode. From such advances in
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