Cross-Layer Discrete Concept Discovery for Interpreting Language Models.
arXiv:2506.20040v4 Announce Type: replace-cross Abstract: Interpreting language models remains challenging due to the existence of residual stream, which linearly mixes and duplicates features across adjacent layers, causing single-layer analyses to miss this
arXiv cs.AIResearch source·