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1. Verb_subspace Verb_subspace Public

   [ICLR 2026] Official code implementation of paper: "Mechanism of Task-oriented Information Removal in In-context Learning"

   Jupyter Notebook 6

2. ICL_Circuit ICL_Circuit Public

   [ICLR 2025] Official code implementation of paper: "Revisiting In-context Learning Inference Circuit in Large Language Models"

   Jupyter Notebook 4

3. Hidden_Calibration Hidden_Calibration Public

   [NAACL 2025 main] Official code implementation of paper: "Token-based Decision Criteria Are Suboptimal in In-context Learning"

   Jupyter Notebook 3

4. ICL_head_tuning ICL_head_tuning Public

   [EMNLP 2025 BlackBox NLP workshop] Official code implementation of paper: "Mechanistic Fine-tuning for In-context Learning"

   Python

5. Binary_Autoencoder Binary_Autoencoder Public

   Official code implementation of paper: "Binary Autoencoder for Mechanistic Interpretability of Large Language Models"

   Jupyter Notebook

6. StaICC StaICC Public

   A standardized toolkit for classification task on In-context Learning. Official code implementation of paper: "StaICC: Standardized Evaluation for Classification Task in In-context Learning"

   Python 2