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mberr avatar mberr commented on September 23, 2024

In this particular dataset, InductiveFB15k237, the validation and test graphs are guaranteed to be disjoint - so we don't need to filter for them; however, it would not hurt much and might be a good adjustment to make sure you do not forget to do this filtering in other datasets that do not have this guarantee.

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nomisto avatar nomisto commented on September 23, 2024

I don't think that is true. The training and inference graph are disjoint. But not the test and validation set of the inference graph. E.g. test.txt of fb237_v1_ind contains the triple
/m/0p9xd /music/genre/artists /m/01304j
While valid.txt of fb237_v1_ind contains the triple
/m/02x8m /music/genre/artists /m/01304j
Now for a query genre_artists(?, /m/01304j) the validation triple /m/02x8m would not get filtered

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