Can we initialize entity embeddings using GLoVE embeddings?

[kiranramnath007]

Thanks for making the work public!

It has been reported in the literature that in case of common-sense Knowledge Graphs, initializing entity embeddings as averaged word embeddings leads to faster convergence and better results. Have you tried this and provide functionality to use this? I can implement it for my own use-case, however wanted to know if your work already handles this.

[Edward-Sun]

Hi,

I think this is doable and promising. However, we didn't try this because this will cause an unfair comparison to previous pure link-based approaches.