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Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding
Published on Nov 28, 2017932 Views
Entity alignment is the task of finding entities in two knowledge bases (KBs) that represent the same real-world object. When facing KBs in different natural languages, conventional cross-lingual enti
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Chapter list
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding00:00
Background00:04
Challenges for Existing Methods01:14
Motivation of Our Approach02:05
Knowledge Base Embedding03:08
Word2vec03:49
Framework of JAPE04:24
Structure Embedding05:54
Attribute Embedding07:26
Joint Embedding08:17
Evaluation09:33
Results 11:05
Results - 111:34
Results - 212:36
Conclusion and Future Work13:37
Thank you for your time!14:20