ContraGAND

Auditing and Repairing Gender Ambiguity Failures in LLMs with Neurosymbolic Contrastive Data Augmentation

Thomas Moerman, Eleni Gkovedarou, Janiça Hackenbuchner
EMNLP 2026, Main Conference

Code and results on GitHub Generation pipeline, evaluation harness, per-row predictions and the audited test set. github.com/TomMoeras/ContraGAND Dataset, models and demo on Hugging Face The ContraGAND corpus, the two fine-tuned detectors and the interactive demo, in one collection. hf.co/collections/TomMoeras/contragand

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Try the demo on your own sentences Browse the dataset