UCSB-NLP-Chang / causal_unlearnLinks
[EMNLP 2024] "Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective"
☆28Updated last year
Alternatives and similar repositories for causal_unlearn
Users that are interested in causal_unlearn are comparing it to the libraries listed below
Sorting:
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆81Updated 11 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆60Updated 11 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆35Updated last month
- ☆62Updated 6 months ago
- ☆41Updated 11 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆78Updated 6 months ago
- ☆26Updated last year
- ☆38Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆26Updated 11 months ago
- ☆60Updated last year
- LLM Unlearning☆174Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆132Updated last year
- ☆45Updated 7 months ago
- ☆27Updated last year
- ☆27Updated 6 months ago
- ☆55Updated 2 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆36Updated 9 months ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆55Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆86Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆41Updated 8 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆43Updated 10 months ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆82Updated last year
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆44Updated last year
- ☆29Updated last year
- ☆16Updated last year
- [ICLR 2025] General-purpose activation steering library☆102Updated 3 weeks ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆29Updated 9 months ago
- ☆44Updated last year
- Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misin…☆103Updated 10 months ago