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A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..

Last commit Mar 20, 2025

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Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Last commit Jun 5, 2025

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Last commit Oct 22, 2020

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Must-read Papers on Knowledge Editing for Large Language Models.

Last commit May 28, 2025

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code for EMNLP 2024 paper: Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis

Last commit Nov 17, 2024

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Last commit Jun 13, 2025

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awesome SAE papers

Last commit May 24, 2025

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awesome papers in LLM interpretability

Last commit Aug 20, 2025

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code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning

Last commit Nov 17, 2024

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code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models

Last commit Nov 17, 2024

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Last commit Dec 27, 2019

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sliced-rnn

Last commit Nov 24, 2018

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AcadHomepage: A Modern and Responsive Academic Personal Homepage

Last commit Feb 20, 2026

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