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WordSimilarityAnalogyData

用于词向量的相似性任务、类比任务的数据。包含了中文新闻语料分类的实验数据。(Data for similarity tasks and analogy tasks of word vectors. The experimental data of Chinese news corpus classification are included.)

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/learn @CallMeJiaGu/WordSimilarityAnalogyData
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Universal

README

WordSimilarityAnalogyData 用于验证词向量效果好坏的数据集。

词的相似性任务-Word Similarity

常用的英文数据集:WordSim-353 、MEN、SCWS

WordSim-353: http://alfonseca.org/eng/research/wordsim353.html、 ​ http://www.cs.technion.ac.il/~gabr/resources/data/wordsim353/

MEN: https://staff.fnwi.uva.nl/e.bruni/MEN

SCWS:http://ai.stanford.edu/~ehhuang/

常用的中文数据集:wordsim-240、wordsim-297

在该仓库能找到(wordsim-240、wordsim-297)

词的类比任务-Word Analogy

常用的中文数据集:Chen 2015年构造的评测文件

在本仓库能找到。(Chen 2015年构造的评测文件)

Related Skills

View on GitHub
GitHub Stars31
CategoryDevelopment
Updated3mo ago
Forks8

Security Score

72/100

Audited on Dec 9, 2025

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