Additionally, we propose a new dataset for knowledge base completion constructed from Wikidata, larger than previous benchmarks by an order of magnitude, as a new reference for evaluating temporal and non-temporal link prediction methods.
Ranked #1 on Link Prediction on ICEWS14
The problem of Knowledge Base Completion can be framed as a 3rd-order binary tensor completion problem.
Ranked #1 on Link Prediction on YAGO3-10
We present TorchCraft, a library that enables deep learning research on Real-Time Strategy (RTS) games such as StarCraft: Brood War, by making it easier to control these games from a machine learning framework, here Torch.