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apoorvumang avatar apoorvumang commented on September 26, 2024 2

By the way, I am wondering why the model with 2-hop filtering performed so good but you didn't take it as the baseline?

We wanted to focus on the incomplete KG setting where our model outperforms the others (in MetaQA). In such cases, neighbourhood filtering is not a good option since we may miss out on answer nodes due to graph incompleteness. So we reported our result as the one without neighbourhood filtering. As you can see in the ablation study, on the incomplete graph, the model with 2-hop filtering performs worse than the one without filtering, reaffirming our point.

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apoorvumang avatar apoorvumang commented on September 26, 2024

Can you try to use parameter --relation_dim 128 and let me know the results?

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cyrdocoo avatar cyrdocoo commented on September 26, 2024

Can you try to use parameter --relation_dim 128 and let me know the results?

Thanks, I tried the parameter and got:
'webqsp_full hop Validation accuracy (no relation scoring) increased from previous epoch 0.5425048669695003' after 6 epochs of training.
By the way, I am wondering why the model with 2-hop filtering performed so good but you didn't take it as the baseline?

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