2025 "transformer interpretability" Papers

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Beyond Components: Singular Vector-Based Interpretability of Transformer Circuits

Areeb Ahmad, Abhinav Joshi, Ashutosh Modi

NeurIPS 2025posterarXiv:2511.20273

Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition

Aliyah Hsu, Georgia Zhou, Yeshwanth Cherapanamjeri et al.

ICLR 2025posterarXiv:2407.00886

Pinpointing Attention-Causal Communication in Language Models

Gabriel Franco, Mark Crovella

NeurIPS 2025poster

Selective induction Heads: How Transformers Select Causal Structures in Context

Francesco D'Angelo, francesco croce, Nicolas Flammarion

ICLR 2025posterarXiv:2509.08184

Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers

Omer Sahin Tas, Royden Wagner

ICLR 2025posterarXiv:2406.11624