Mueller, Aaron

8 publications

ICLR 2025 Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics Yaniv Nikankin, Anja Reusch, Aaron Mueller, Yonatan Belinkov

ICML 2025 MIB: A Mechanistic Interpretability Benchmark Aaron Mueller, Atticus Geiger, Sarah Wiegreffe, Dana Arad, Iván Arcuschin, Adam Belfki, Yik Siu Chan, Jaden Fried Fiotto-Kaufman, Tal Haklay, Michael Hanna, Jing Huang, Rohan Gupta, Yaniv Nikankin, Hadas Orgad, Nikhil Prakash, Anja Reusch, Aruna Sankaranarayanan, Shun Shao, Alessandro Stolfo, Martin Tutek, Amir Zur, David Bau, Yonatan Belinkov

ICLR 2025 NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals Jaden Fried Fiotto-Kaufman, Alexander Russell Loftus, Eric Todd, Jannik Brinkmann, Koyena Pal, Dmitrii Troitskii, Michael Ripa, Adam Belfki, Can Rager, Caden Juang, Aaron Mueller, Samuel Marks, Arnab Sen Sharma, Francesca Lucchetti, Nikhil Prakash, Carla E. Brodley, Arjun Guha, Jonathan Bell, Byron C Wallace, David Bau

ICLR 2025 Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models Samuel Marks, Can Rager, Eric J Michaud, Yonatan Belinkov, David Bau, Aaron Mueller

ICMLW 2024 Disjoint Processing Mechanisms of Hierarchical and Linear Grammars in Large Language Models Aruna Sankaranarayanan, Dylan Hadfield-Menell, Aaron Mueller

ICLR 2024 Function Vectors in Large Language Models Eric Todd, Millicent Li, Arnab Sen Sharma, Aaron Mueller, Byron C Wallace, David Bau

ICMLW 2024 Missed Causes and Ambiguous Effects: Counterfactuals Pose Challenges for Interpreting Neural Networks Aaron Mueller

TMLR 2023 Inverse Scaling: When Bigger Isn't Better Ian R. McKenzie, Alexander Lyzhov, Michael Martin Pieler, Alicia Parrish, Aaron Mueller, Ameya Prabhu, Euan McLean, Xudong Shen, Joe Cavanagh, Andrew George Gritsevskiy, Derik Kauffman, Aaron T. Kirtland, Zhengping Zhou, Yuhui Zhang, Sicong Huang, Daniel Wurgaft, Max Weiss, Alexis Ross, Gabriel Recchia, Alisa Liu, Jiacheng Liu, Tom Tseng, Tomasz Korbak, Najoung Kim, Samuel R. Bowman, Ethan Perez