# Wikidata Vandalism Detection with Graph-Linguistic Fusion

- **Authors:** Mykola Trokhymovych, Diego Saez-Trumper
- **Venue:** Wiki Workshop, 2024
- **Keywords:** vandalism detection, Wikidata, knowledge graphs, multilingual NLP, language models, graph-to-text, content moderation
- **Page:** https://www.trokhymovych.com/publications/wikidata-vandalism-detection-with-graph-linguistic-fusion-2024/
- **Note:** Extended version published at [ACL'25](https://www.trokhymovych.com/publications/graph-linguistic-fusion-using-language-models-for-wikidata-vandalism-detection-2025/). Please cite that version.

## Links

- PDF: https://wikiworkshop.org/2024/paper/wikidata-vandalism-detection-with-graph-linguistic-fusion.pdf
- Supp: https://youtu.be/fjGNWM_9Y4M?si=ajLrULBi1uVYaSA_
- Blog: https://meta.wikimedia.org/wiki/Machine_learning_models/Production/RevertRisk_Wikidata
- Code: https://github.com/trokhymovych/wikidata-vandalism-detection
- Slides: https://www.canva.com/design/DAGGtB3tMG8/uRImNH7cwTY6Iw2qcKRmnw/view?utm_content=DAGGtB3tMG8&utm_campaign=designshare&utm_medium=link&utm_source=editor
- Website: https://wikitech.wikimedia.org/w/index.php?api=lift-wing%2Fv1&title=Special%3ARestSandbox#/Revision%20quality/revertriskWikidataPredict:~:text=Wikipedia%20revision%20(multilingual)-,POST,Predict%20revert%20risk%20for%20a%20Wikidata%20revision,-Predicts%20whether%20a