• KGPrune: an analogy-based tool for extracting subgraphs of interest from Wikidata, e.g., for knowledge graph bootstrapping.

• ANNa: a tool for multilingual morphological analogy detection and resolution.

Code Repositories

• KGPrune — GitHub: materials to build a custom analogy-based tool for extracting subgraphs of interest.
• Graph-Seeder — GitHub: tools for extracting, densifying, and analysing knowledge graph subgraphs to facilitate the creation and evaluation of experimental datasets.

Packages

• Graph-Seeder — PyPI: a Python package for extracting, densifying, and analysing knowledge graph subgraphs.

Datasets

• Siganalogies: morphological analogy datasets from SIGMORPHON 2016 and 2019.
• Wikidata Thematic Subgraph Selection.
• Copilote translations (Infologic).
• Wikidata Thematic Subgraph Selection – An Artwork Dataset for Experiments.

Videos

• KGPrune.
• Generalizing Analogical Inference @ AAAI 2026.