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Oct, 2019
新兴语言学习中的容量、带宽和组合性
Capacity, Bandwidth, and Compositionality in Emergent Language Learning
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Cinjon Resnick, Abhinav Gupta, Jakob Foerster, Andrew M. Dai, Kyunghyun Cho
TL;DR
本文针对自然语言和应用语言学习中需要考虑的多种要素进行分析,重点关注神经网络的容量以及传输渠道的带宽对于学习组合性语言的影响,并且提出一种新的评估度量,以此探索神经网络的能力范围并促进系统化的广义化。
Abstract
Many recent works have discussed the propensity, or lack thereof, for
emergent languages
to exhibit properties of natural languages. A favorite in the literature is learning
compositionality
. We note that most of
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