arxivq-bio.GNcs.AIcs.LG2026-07-21
Causal dictionary learning reveals and validates transcription-factor binding features in genomic language models
Genomic language models achieve strong performance across regulatory-genomics tasks, yet what these models internally represent remains opaque, and the field lacks a principled procedure for verifying that an apparent ``concept'' inside a model is real rather than an artifact of…