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深度学习 54 知识图谱 29 心情随笔 1 编程 3 前端 1 博客 7 机器学习 16 Markdown 1 算法 2 计算机基础 4 小玩意儿 1
CoKE: Contextualized Knowledge Graph Embedding CoKE: Contextualized Knowledge Graph Embedding
本文前置知识: Self - Attention BERT 2020.11.17: 解决了标签泄露的疑惑. 2021.04.09: 修正可视化实验的描述. CoKE: Contextualized Knowledge Graph E
2020-11-11 知识图谱
KGE Transformer
ConvKB: A Novel Embedding Model for KB Completion Based on CNN ConvKB: A Novel Embedding Model for KB Completion Based on CNN
本文前置知识: ConvE Conv1d 2021.03.15: 指出权重共享并没有出现在源码中. A Novel Embedding Model for Knowledge Base Completion Based on Con
2020-11-07 知识图谱
KGE
InteractE: Improving Convolution-based KGE by Increasing Feature Interactions InteractE: Improving Convolution-based KGE by Increasing Feature Interactions
本文前置知识: ConvE Depth - wise Convolution 2020.11.14: 对实验进行部分补充. InteractE: Improving Convolution-based Knowledge Graph
2020-11-06 知识图谱
KGE 循环卷积
CoLAKE: Contextualized Language and Knowledge Embedding CoLAKE: Contextualized Language and Knowledge Embedding
CoLAKE: Contextualized Language and Knowledge Embedding 本文前置知识: BERT Self - Attention 2020.11.11: 想通了CoLAKE在训练时最关键的部分.
2020-10-29 知识图谱
BERT KGE
AcrE: Atrous Convolution and Residual Embedding AcrE: Atrous Convolution and Residual Embedding
本文前置知识: 膨胀卷积(空洞卷积) 残差连接 Knowledge Graph Embedding with Atrous Convolution and Residual Learning本文是论文Knowledge Graph
2020-10-27 知识图谱
KGE 空洞卷积 残差连接
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