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14 changes: 13 additions & 1 deletion README.md
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Expand Up @@ -35,6 +35,18 @@ As of the last commit, there are **214** papers, **13** surveys and position pap

### 2025

- [Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps](https://arxiv.org/pdf/2502.14829)
- Author(s): Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasovic
- Data: 2025-06
- Venue: -
- Code: - [![GitHub](https://img.shields.io/badge/GitHub-181717?style=flat&logo=github&logoColor=white)](https://github.com/%20technion-cs-nlp/parametric-faithfulness)

- [Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills](https://arxiv.org/abs/2506.12963)
- Author(s): Changsheng Wang, Chongyu Fan, Yihua Zhang, Jinghan Jia, Dennis Wei, Parikshit Ram, Nathalie Baracaldo, Sijia Liu
- Date: 2025-06
- Venue: -
- Code: - [![GitHub](https://img.shields.io/badge/GitHub-181717?style=flat&logo=github&logoColor=white)](https://github.com/OPTML-Group/Unlearn-R2MU)

- [Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs](https://arxiv.org/abs/2505.16831)
- Author(s): Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Haibo Hu, Minxin Du
- Date: 2025-05
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- [Extracting Unlearned Information from LLMs with Activation Steering](https://arxiv.org/abs/2411.02631)
- Author(s): Atakan Seyitoğlu, Aleksei Kuvshinov, Leo Schwinn, Stephan Günnemann
- Date: 2024-11
- Venue: -
- Venue: -
- Code: -
- [RESTOR: Knowledge Recovery through Machine Unlearning](https://arxiv.org/abs/2411.00204)
- Author(s): Keivan Rezaei, Khyathi Chandu, Soheil Feizi, Yejin Choi, Faeze Brahman, Abhilasha Ravichander
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