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bxshi / ProjE

Embedding Projection for Knowledge Graph Completion
MIT License
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about ProjE_wlistwise #8

Closed ocsponge closed 6 years ago

ocsponge commented 6 years ago

hi, it's me again~ I'm confused about ProjE_wlistwise training process in the Appendix.

image

why no image in the above formula？ what is the difference between ProjE_listwise and ProjE_wlistwise？

ocsponge commented 6 years ago

i seem to understand a little...

In addition to ProjE_pointwise and ProjE_listwise, we also evaluate ProjE_wlistwise, which is a slight variation of ProjE_listwise that incorporates instance-level weights (i1(yi = 1)) to increase the importance of N-to-N and N-to-1 (1-to-N) relationships.

Is this sentence meant to remove the weight?（I can only partly understand the paper, sorry about that~）