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IJCAI-2016-Text-Enhanced Representation Learning for Knowledge Graph #254

Open BrambleXu opened 5 years ago

BrambleXu commented 5 years ago

Summary:

之前的KGE模型 TransE系列,在 1-to-N, N-to-1 and N-to-N 这样的relations上学习不好。还有受限于structure sparseness of the knowledge graph。为了解决这些问题,引入了entity周围的context information。说白了就是一些能暗示entity关系的词。看例子,主要还是考虑了有些context word和entity距离比较近

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