NeuroSurgeon: A Toolkit for Subnetwork Analysis

1 September 2023

Papers citing "NeuroSurgeon: A Toolkit for Subnetwork Analysis"

9 / 9 papers shown

Title
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models Tyler A. Chang Benjamin Bergen 50 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-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 52 28 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 32 6 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 Lake Ellie Pavlick 39 2 0 22 Jun 2024
The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models Adithya Bhaskar Dan Friedman Danqi Chen 32 5 0 06 Mar 2024
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 75 7 0 07 Nov 2023
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods Fred Zhang Neel Nanda LLMSV 33 97 0 27 Sep 2023
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 212 496 0 01 Nov 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 250 460 0 24 Sep 2022