BriefGPT.xyz
May, 2015
利用外部记忆的循环神经网络进行语言理解
Recurrent Neural Networks with External Memory for Language Understanding
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Baolin Peng, Kaisheng Yao
TL;DR
使用外部内存改进循环神经网络以提高其记忆能力,在ATIS数据集上取得了最先进的结果。
Abstract
recurrent neural networks
(RNNs) have become increasingly popular for the task of
language understanding
. In this task, a
semantic tagger
→