arxivcs.AIcs.CLcs.LG2026-07-02
Epistemic Goggles: A Pretrained Module that Induces an Epistemic Frame via Gradient Editing
Finetuning a language model on documents that are explicitly annotated as fictional results in a model that still actually believes the documents' core claims, an effect known as Negation Neglect. In our evaluations, models trained on documents prefixed and suffixed with such ann…