人工智能研究
人工智能研究

知识图谱-知识嵌入-多源信息混合模型 论文和解读博客

2023-06-10 13:05:49

东南大学推荐，掌握知识图谱-知识嵌入领域 重要模型的相关论文和解读博客。整理自 https://github.com/npubird/KnowledgeGraphCourse
Entity Type
SSE:Semantically smooth knowle
SSE:Semantically smooth knowle
2015
TKRL:Hierarchical Types.
TKRL:Hierarchical Types.
IJCAI2016
TKRL 解读
TKRL 解读
Relation Paths
PTransE:Modeling relation path
PTransE:Modeling relation path
2015
PTransE 解读
PTransE 解读
PTransE Github(KB2E)
PTransE Github(KB2E)
MLP+PRA:Knowledge vault
MLP+PRA:Knowledge vault
ACM2014
PRA+RESCAL Reducing the rank
PRA+RESCAL Reducing the rank
NIPS2014
Textual Descriptions
NTN: Reason with neural tensor
NTN: Reason with neural tensor
NIPS2013
NTN 解读
NTN 解读
DKRL:entity descriptions
DKRL:entity descriptions
AAAI2016
DKRL 解读
DKRL 解读
SSP: semantic space projection
SSP: semantic space projection
AAAI2017
SSP:semantic space project笔记
SSP:semantic space project笔记
TEKE: Text-Enhanced Represent
TEKE: Text-Enhanced Represent
IJCAI2016
TEKE 解读
TEKE 解读
text jointly embedding
text jointly embedding
EMNLP2014
Logical Rules
using embeddings and rules
using embeddings and rules
IJCAI2015
KALE:Jointly embedding
KALE:Jointly embedding
EMNLP2016
KALE 解读
KALE 解读
RUGE:iterat guidancsoft rules
RUGE:iterat guidancsoft rules
RUGE 解读
RUGE 解读
using simple constraints.
using simple constraints.
2018
simple constraints 解读
simple constraints 解读
其他
Factorizing yago
Factorizing yago
ACM2012
Factorizing yago解读
Factorizing yago解读
Temporal Information
Temporal Information
2016
Temporal Information 解读
Temporal Information 解读
GAKE: graph aware knowledge
GAKE: graph aware knowledge
COLING2016
GAKE: graph aware knowle解读
GAKE: graph aware knowle解读

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