Investigating Neuron Ablation in Attention Heads: The Case for Peak Activation Centering. - Nicholas Pochinkov; Ben Pasero; Skylar Shibayama (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

Dissecting Language Models: Machine Unlearning via Selective Pruning. - Nicholas Pochinkov; Nandi Schoots (CoRR, 2024)

Modularity in Transformers: Investigating Neuron Separability & Specialization. - Nicholas Pochinkov; Thomas Jones; Mohammed Rashidur Rahman (CoRR, 2024)

Extracting Paragraphs from LLM Token Activations. - Nicholas Pochinkov; Angelo Benoit; Lovkush Agarwal; Zainab Ali Majid; Lucile Ter-Minassian (CoRR, 2024)