BriefGPT.xyz
Sep, 2018
FRAGE: 频率无关字表示
FRAGE: Frequency-Agnostic Word Representation
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Chengyue Gong, Di He, Xu Tan, Tao Qin, Liwei Wang...
TL;DR
本文介绍了一种通过对抗性训练学习频率不可知词嵌入(FRAGE)的方法,可使得语义相似的高频和低频词语在同一词嵌入空间中,实验表明此方法在十种数据集上均优于基准。
Abstract
continuous word representation
(aka
word embedding
) is a basic building block in many
neural network
-based models used in natural language
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