NeuroLogic '26: Global NLP Datathon
Devpost hackathon: NeuroLogic '26: Global NLP Datathon. Imported automatically.
- Year
- 2026
- Winning projects
- 3
- Participants
- 144
- Platform
- Devpost
Winners
1st Place
- ToxGuard — Multilingual Toxic Comment Classifier XLM-RoBERTaFirst Runner-UpXLM-RoBERTa fine-tuned for multilingual toxicity detection across multiple languages. Achieves Mean ROC-AUC of 0.9918 with LIME-based explainability and an intePythonPyTorch
2nd Place
- Lumina Mod-AISecond Runner-UpA cross-lingual AI moderator detecting Hindi/English hate speech. Powered by an mDeBERTa-v3 PyTorch pipeline with a 94.4% F1-Score, connected to a live, real-tiPythonPyTorchStreamlit
Other
- VISAR Edge: Lightweight NLP Intelligence SuiteGrand ChampionAn edge-optimized, multilingual NLP architecture delivering 99%+ accuracy via lightweight Soft-Voting Ensembles, completely bypassing the latency, API costs, anPython