Published May 11, 2018
| Version v0.3
Software
Open
MMKG: Multi-Modal Knowledge Graphs
Creators
- 1. National University of Singapore
- 2. The University of Hong Kong
- 3. NEC Labs Europe
Description
We present MMKG , a collection of three knowledge graphs that contain both numerical features and images for all entities as well as entity alignments between pairs of KGs, to benchmark multi-relational link prediction and entity matching approaches. We believe this data set has the potential to facilitate the development of novel multimodal learning approaches for knowledge graphs. We validate the utility of MMKG in the sameAs link prediction task with an extensive set of experiments.
Files
nle-ml/mmkb-v0.3.zip
Files
(12.9 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/nle-ml/mmkb/tree/v0.3 (URL)