Settings in FB15k

[huxiao-neu]

hey!
To get the best results on the FB15k, what should the parameters be set to? I use the same settings as the FB15k-237 and can only get hit@10: 86 %.

[TimDettmers]

Make sure that you run it for a long time. You will see gradual improvement over time. I ran the model that I reported in the paper for 2 days I think. At first, it may seem to stagnate but still improves slowly.

I used the following parameters:

• input dropout 0.2
• feature dropout 0.2
• hidden dropout 0.3
• learning rate 0.003
• learning rate decay 0.99
• label smoothing 0.1 (I think, this is not clear from my logs)

I will close this for now. Let me know if you have any more problems with replication.