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TransE Initial Results

Dataset can either be (i) representative of wikidata and have 20% qualifier info (ii) agnostic of real wikidata and have 100% qualifier info.
Created on September 9|Last edited on September 9

When using 20% qualifier data




05001k1.5k2kStep0.20.210.220.230.240.25
05001k1.5k2kStep900100011001200130014001500
05001k1.5k2kStep0.250.260.270.28
02004006008001kStep0.10.150.20.250.30.35
05001k1.5k2kStep0.10.110.120.130.140.150.16

Dataset

Our dataset is born out of Fb15k. We have approximately 50k entities in our dataset, which is organized as quints. Quint looks like s p o qp qe. Approximately 20% of the quints/triples in the dataset have actual qualifiers. Rest have s p o __ __, which is representative of Wikidata in general. 288k instances

Runs

solar-donkey-106 is using the quints in training and while predicting. iconic-vortex-84 uses the triple information from the quints (s p o). Consequentially the training data is slightly less, too.

Run set 1
2


When using a 100% qualifier data




Run set 1
3


WikiPeople




Run set 1
3


Question




Run set 1
57