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Jan, 2018
词向量评估方法概述
A Survey of Word Embeddings Evaluation Methods
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Amir Bakarov
TL;DR
本论文总结了词嵌入表示领域的广泛研究,概括了 16 种内在方法和 12 种外在方法,提出了一种方法分类并讨论了一些关键挑战。
Abstract
word embeddings
are real-valued word representations able to capture
lexical semantics
and trained on natural language corpora. Models proposing these representations have gained popularity in the recent years, b
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