BriefGPT.xyz
Aug, 2018
有效的基于字符增强的词嵌入在机器阅读理解中的应用
Effective Character-augmented Word Embedding for Machine Reading Comprehension
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Zhuosheng Zhang, Yafang Huang, Pengfei Zhu, Hai Zhao
TL;DR
本文提出了一种字符增强的阅读器，结合字和字符嵌入的不同集成策略，用一份短列表来增强字嵌入，从而改善字的表示，特别是罕见的字。实验结果表明，这种方法显著优于各种公共基准测试中的当前最先进方法。
Abstract
machine reading comprehension
is a task to model relationship between passage and query. In terms of
deep learning
framework, most of state-of-the-art models simply concatenate word and character level representa
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