Decoy Direction Optimization: A Post-Hoc Defense Against LLM Abliteration Paper • 2609.16204 • Published Sep 14 • 4
Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks Paper • 2609.15029 • Published Sep 14 • 8
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative Language Paper • 2510.23828 • Published Oct 27, 2025 • 2
RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models Paper • 2510.10390 • Published Oct 12, 2025 • 5
Decoy Direction Optimization: A Post-Hoc Defense Against LLM Abliteration Paper • 2609.16204 • Published Sep 14 • 4
Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks Paper • 2609.15029 • Published Sep 14 • 8
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs Paper • 2505.20254 • Published May 26, 2025 • 5
SAEs $\textit{Can}$ Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs Paper • 2504.08192 • Published Apr 11, 2025 • 3
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs Paper • 2505.20254 • Published May 26, 2025 • 5