NeurIPS 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

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification

Lin Zhang, Wenshuo Dong, Zhuoran Zhang et al.

NeurIPS 2025posterarXiv:2502.06852
9
citations

Pinpointing Attention-Causal Communication in Language Models

Gabriel Franco, Mark Crovella

NeurIPS 2025poster