Alternatives and similar repositories for LLM_Unlearning_Papers

Users that are interested in LLM_Unlearning_Papers are comparing it to the libraries listed below

• joeljang / knowledge-unlearning
  [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models
  ☆86Updated last year
• SALT-NLP / Efficient_Unlearning
  ☆38Updated 2 years ago
• jinzhuoran / RWKU
  RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
  ☆87Updated last year
• SALT-NLP / chain-of-thought-bias
  ☆28Updated last year
• HillZhang1999 / ICD
  Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"
  ☆69Updated last year
• RUCAIBox / HaluEval-2.0
  ☆48Updated 2 years ago
• Yangyi-Chen / PaperList-Trustworthy-Applications
  Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, c…
  ☆21Updated 2 years ago
• yaojin17 / Unlearning_LLM
  [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
  ☆65Updated last year
• hongshi97 / CAD
  Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"
  ☆33Updated last year
• princeton-nlp / benign-data-breaks-safety
  ☆43Updated last year
• eric-mitchell / serac
  Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model
  ☆71Updated 3 years ago
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆62Updated last year
• zjysteven / mink-plus-plus
  [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs
  ☆52Updated 7 months ago
• kevinyaobytedance / llm_unlearn
  LLM Unlearning
  ☆178Updated 2 years ago
• XMUDeepLIT / SSR
  Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)
  ☆16Updated last year
• minicheshire / Robust-Prefix-Tuning
  code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification
  ☆27Updated 3 years ago
• UCSB-NLP-Chang / causal_unlearn
  [EMNLP 2024] "Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective"
  ☆32Updated last year
• amazon-science / controlling-llm-memorization
  ☆39Updated 2 years ago
• llm-misinformation / llm-misinformation-survey
  Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misin…
  ☆106Updated last year
• vinid / safety-tuned-llamas
  ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.
  ☆91Updated last year
• princeton-nlp / MQuAKE
  [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
  ☆118Updated last year
• leix28 / prompt-universal-vulnerability
  Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
  ☆32Updated 3 years ago
• dannyallover / overthinking_the_truth
  ☆29Updated last year
• jaechan-repo / muse_bench
  ☆30Updated last year
• CharlesYu2000 / PCGU-UnlearningBias
  ☆17Updated 2 years ago
• swj0419 / muse_bench
  ☆32Updated 10 months ago
• yizhongw / truthfulqa_reeval
  ☆12Updated last year
• Hunter-DDM / knowledge-neurons
  Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"
  ☆173Updated last year
• genglinliu / UnknownBench
  Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge
  ☆14Updated last year
• licong-lin / negative-preference-optimization
  ☆71Updated last year