[ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models
☆87Sep 12, 2024Updated last year
Alternatives and similar repositories for knowledge-unlearning
Users that are interested in knowledge-unlearning are comparing it to the libraries listed below
Sorting:
- [TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis☆11Nov 14, 2024Updated last year
- [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization☆29Sep 12, 2024Updated last year
- ☆17Nov 7, 2023Updated 2 years ago
- ☆16Oct 6, 2022Updated 3 years ago
- [COLING 2022] Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization☆25Mar 28, 2024Updated last year
- ☆301Jan 13, 2026Updated 2 months ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 3 years ago
- [EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models☆74May 15, 2024Updated last year
- This repository contains the official code for the paper: "Prompt Injection: Parameterization of Fixed Inputs"☆32Sep 13, 2024Updated last year
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Apr 26, 2023Updated 2 years ago
- MetricEval: A framework that conceptualizes and operationalizes four main components of metric evaluation, in terms of reliability and va…☆12Nov 6, 2023Updated 2 years ago
- ☆37Oct 18, 2023Updated 2 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆117Jun 28, 2025Updated 8 months ago
- [NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"☆23Oct 11, 2024Updated last year
- [NeurIPS 2022 Workshop] A Case Study with Negated Prompts using T0 (3B, 11B), InstructGPT (350M-175B), GPT-3 (350M - 175B) & OPT (125M - …☆24Sep 27, 2022Updated 3 years ago
- ☆24Aug 18, 2023Updated 2 years ago
- 🤖 Code for our EMNLP 2022 paper: "BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Dataset…☆16Oct 7, 2024Updated last year
- [ICLR 2022] Towards Continual Knowledge Learning of Language Models☆91Oct 11, 2022Updated 3 years ago
- ☆24Dec 2, 2023Updated 2 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆28Dec 8, 2022Updated 3 years ago
- The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)☆158Jan 6, 2023Updated 3 years ago
- ☆26Nov 25, 2023Updated 2 years ago
- Existing Literature about Machine Unlearning☆954Aug 29, 2025Updated 6 months ago
- ☆39May 19, 2023Updated 2 years ago
- ☆15Feb 21, 2024Updated 2 years ago
- ☆12Jan 5, 2023Updated 3 years ago
- SILO Language Models code repository☆83Feb 23, 2024Updated 2 years ago
- Python package for measuring memorization in LLMs.☆184Jul 16, 2025Updated 8 months ago
- ☆11Sep 19, 2025Updated 6 months ago
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- Official repo of the paper Deep Regression Unlearning accepted in ICML 2023☆15Jun 14, 2023Updated 2 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆104Aug 13, 2024Updated last year
- This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledg…☆10Nov 29, 2022Updated 3 years ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆936Feb 28, 2026Updated 3 weeks ago
- ☆25Dec 12, 2025Updated 3 months ago
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆505Updated this week
- ☆12Dec 13, 2022Updated 3 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆67Sep 30, 2024Updated last year