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czy1999 / MultiTQ

MULTITQ is a large-scale dataset featuring ample relevant facts and multiple temporal granularities.
https://huggingface.co/datasets/chenziyang/MultiTQ
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How to represent the day timestamps that no corresponding **d_i** representation in the TKG embedding for day timestamps di? #6

Closed nanxfu closed 6 months ago

nanxfu commented 6 months ago

In the paper related to this repository, the 4.2 Multi-Granularity Time Aggregation section described generate the Multi-Granularity time. that says

we first extract all contained daytimestamps d1, d2, ..., dN and their TKG embeddings td1, td2, ..., tdN

image How to transform the daytimestamps into TKG embeddings? the paper method is to extract them(TKG embeddings) from TKG,But if no corresponding d_i representation in the TKG embedding for day timestamps di,what will the paper method do?Will the KGE model generate corresponding d_i representation for day timestamps di?

czy1999 commented 6 months ago

Will the KGE model generate corresponding d_i representation for day timestamps di?

Yes, see detailed information in appendix A.1.