index.md

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home

This page contains a list of surveys and benchmarking studies for knowledge graph embedding model (KGEMs). It's generated with GitHub Pages from pykeen/kgem-meta-review. Content on this site is available under the CC0 1.0 Universal license.

We define a survey as a paper that describes several KGEMs and a benchmark as one that presents systematic application of several KGEMs.

Contributing

You can contribute to this list in one of the following ways:

1. Add a benchmark through the GitHub editor
2. Add a survey through the GitHub editor

Benchmark Studies

{% for entry in site.data.benchmarks %} {{ entry.title }}
{{ entry.author }} et al., {{ entry.year }}
{% if entry contains "arxiv" %}[](https://arxiv.org/abs/{{ entry.arxiv }}){% endif %} {% if entry contains "github" %}[![GitHub](https://img.shields.io/badge/GitHub-{{ entry.github | replace: "-", ""}}-black?logo=github)](https://github.com/{{ entry.github }}){% endif %} {% if entry contains "models" %}{% endif %} {% if entry contains "datasets" %}{% endif %} {% if entry contains "comment" %}

{{ entry.comment }}

{% endif %} {% endfor %}

Surveys

{% for entry in site.data.surveys %} {{ entry.title }}
{{ entry.author }} et al., {{ entry.year }} {% if entry contains "arxiv" %}
[](https://arxiv.org/abs/{{ entry.arxiv }}){% endif %} {% if entry contains "github" %}[![GitHub](https://img.shields.io/badge/GitHub-{{ entry.github | replace: "-", ""}}-black?logo=github)](https://github.com/{{ entry.github }}){% endif %} {% if entry contains "models" %}{% endif %} {% if entry contains "datasets" %}{% endif %} {% if entry contains "comment" %}

{{ entry.comment }}

{% endif %} {% endfor %}