| A Comprehensive Study of Knowledge Editing for Large Language Models | Jan 2, 2024 | knowledge editingModel Editing | CodeCode Available | 5 |
| pyvene: A Library for Understanding and Improving PyTorch Models via Interventions | Mar 12, 2024 | Model Editing | CodeCode Available | 5 |
| Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values | Jun 30, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 5 |
| MEMORYLLM: Towards Self-Updatable Large Language Models | Feb 7, 2024 | Model Editing | CodeCode Available | 3 |
| Locating and Editing Factual Associations in GPT | Feb 10, 2022 | counterfactualModel Editing | CodeCode Available | 3 |
| AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models | Oct 3, 2024 | knowledge editingModel Editing | CodeCode Available | 3 |
| Sparse Autoencoders Find Highly Interpretable Features in Language Models | Sep 15, 2023 | counterfactualLanguage Modelling | CodeCode Available | 3 |
| Neuron-Level Sequential Editing for Large Language Models | Oct 5, 2024 | Model Editing | CodeCode Available | 3 |
| Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis | Sep 21, 2024 | Model EditingPrediction | CodeCode Available | 2 |
| Decomposing and Editing Predictions by Modeling Model Computation | Apr 17, 2024 | counterfactualmodel | CodeCode Available | 2 |
