Alternatives and similar repositories for knowledge-unlearning

Users that are interested in knowledge-unlearning are comparing it to the libraries listed below

• SALT-NLP / Efficient_Unlearning
  ☆38Updated last year
• SALT-NLP / chain-of-thought-bias
  ☆28Updated 11 months ago
• eric-mitchell / serac
  Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model
  ☆68Updated 2 years ago
• snw2021 / LLM_Unlearning_Papers
  ☆26Updated last year
• skywalker023 / confaide
  🤫 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
• launchnlp / LitCab
  ☆25Updated 2 months ago
• hongshi97 / CAD
  Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"
  ☆31Updated 9 months ago
• CharlesYu2000 / PCGU-UnlearningBias
  ☆16Updated last year
• McGill-NLP / bias-bench
  ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
  ☆145Updated last week
• joeljang / temporalwiki
  [EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
  ☆73Updated last year
• declare-lab / resta
  Restore safety in fine-tuned language models through task arithmetic
  ☆28Updated last year
• 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
• GXimingLu / Quark
  ☆75Updated last year
• jaehunjung1 / Maieutic-Prompting
  ☆51Updated last year
• hkust-nlp / felm
  Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)
  ☆59Updated last year
• Nanami18 / Snowballed_Hallucination
  ☆44Updated 11 months ago
• i-gallegos / Fair-LLM-Benchmark
  ☆144Updated last year
• princeton-nlp / MQuAKE
  [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
  ☆114Updated 11 months ago
• balevinstein / Probes
  ☆54Updated 2 years ago
• ruiqi-zhong / nlparam
  Augmenting Statistical Models with Natural Language Parameters
  ☆27Updated 11 months ago
• snu-mllab / Bayesian-Red-Teaming
  About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)
  ☆15Updated 2 years ago
• princeton-nlp / MABEL
  EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975
  ☆38Updated last year
• mt-upc / logit-explanations
  ☆14Updated 2 years ago
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆76Updated 5 months ago
• joeljang / continual-knowledge-learning
  [ICLR 2022] Towards Continual Knowledge Learning of Language Models
  ☆92Updated 2 years ago
• EmpathYang / ADEPT
  Source code and data for ADEPT: A DEbiasing PrompT Framework (AAAI-23).
  ☆15Updated 8 months ago
• declare-lab / red-instruct
  Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
  ☆103Updated last year
• Hunter-DDM / knowledge-neurons
  Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"
  ☆171Updated last year
• nayeon7lee / FactualityPrompt
  ☆87Updated 2 years ago
• Thartvigsen / GRACE
  [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
  ☆79Updated 8 months ago