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malllabiisc / EmbedKGQA

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Apache License 2.0
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ComplEx is different from original paper? #104

Closed lihuiliullh closed 2 years ago

lihuiliullh commented 2 years ago

I noticed that the implement of ComplEx and other methods are little bit different from original papers. For example, you use BatchNorm and dropout in the code, does the original algorithm also use BatchNorm and dropout?

head = self.bn0(head) head = self.ent_dropout(head) relation = self.rel_dropout(relation)

apoorvumang commented 2 years ago

Yes, we used the code made available by the TuckER authors. However, this isn't necessary, and you can also use libKGE to train embeddings. Just make sure to not use batch norm in that case.