NeuroSurgeon: A Toolkit for Subnetwork Analysis

1 September 2023

Papers citing "NeuroSurgeon: A Toolkit for Subnetwork Analysis"

7 / 7 papers shown

Title
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models Tyler A. Chang Benjamin Bergen 154 0 0 21 Apr 2025
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 145 39 0 22 Jul 2024
Understanding Visual Feature Reliance through the Lens of Complexity Thomas Fel Louis Bethune Andrew Kyle Lampinen Thomas Serre Katherine Hermann FAtt CoGe 94 9 0 08 Jul 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori Alexa R. Tartaglini Wai Keen Vong Thomas Serre Brenden M. Lake Ellie Pavlick 91 4 0 22 Jun 2024
The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models Adithya Bhaskar Dan Friedman Danqi Chen 117 7 0 06 Mar 2024
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 165 7 0 07 Nov 2023
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods Fred Zhang Neel Nanda LLMSV 212 115 0 27 Sep 2023