BriefGPT.xyz
Aug, 2020
神经逻辑推理
Neural Logic Reasoning
HTML
PDF
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang...
TL;DR
本文介绍了如何利用动态神经网络结构和基本逻辑操作,将深度学习和逻辑推理相结合,提出了名为LINN的模型,以推理方式解决推荐系统的问题,并在理论和实践任务中都取得了显著的性能提升。
Abstract
Recent years have witnessed the success of
deep neural networks
in many research areas. The fundamental idea behind the design of most neural networks is to learn similarity patterns from data for prediction and
inferen
→