Mechanistic Interpretability
I have prepared a list of papers on Mechanistical Interpretability. If you have good links on this topic, please share them in the comments.
* 2021: A Mathematical Framework for Transformer Circuits
* 2022.06.27: Mechanistic Interpretability, Variables, and the Importance of Interpretable Bases
* 2022.09.14: Toy Models of Superposition
* 2022.09.24: In-context Learning and Induction Heads
* 2023.04.28: Towards Automated Circuit Discovery for Mechanistic Interpretability
* 2023.01.12: Progress measures for grokking via mechanistic interpretability
* 2023.05.24: Interpretability Dreams
* 2023.09: Sparse Autoencoders Find Highly Interpretable Model Directions
* 2023.10.25: Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
* 2024.01.15: Sparse Autoencoders Work on Attention Layer Outputs
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4January 9, 2025 4.7K 98
