Consistency Training Suppresses Cue Following Without Teaching Cue Selectivity.

arXiv:2610.25650v1 Announce Type: cross Abstract: Language models often change answers because of a cue, a hint such as "I believe the answer is B" that gives no valid evidence. Consistency training (CT) trains a model to answer the same with and without the c