[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Must-read Papers on Knowledge Editing for Large Language Models.

[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

Official code repo for "Editing Implicit Assumptions in Text-to-Image Diffusion Models"

A language model that forms persistent memories from conversation and maintains them through sleep. MEMIT weight editing + null-space-constrained maintenance.

[ACL 2025] Knowledge Unlearning for Large Language Models

[ACL 2025] How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

[ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

[ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing

Can Knowledge Editing Really Correct Hallucinations? (ICLR 2025)

[AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates

[ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models

Code and dataset for the paper: "Can Editing LLMs Inject Harm?"

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.

[EMNLP 2025] Circuit-Aware Editing Enables Generalizable Knowledge Learners

[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing

[COLM 2025] Official implementation of μKE - edit LLM knowledge while preserving memory dependencies via Matryoshka-style objectives.

Official codes for COLING 2024 paper "Robust and Scalable Model Editing for Large Language Models": https://arxiv.org/abs/2403.17431v1

[EMNLP 2025] AutoSteer: Automating Steering for Safe Multimodal Large Language Models

GNNs Also Deserve Editing, and They Need It More Than Once. ICML 2024

Stable Knowledge Editing in Large Language Models

No description provided.

COLING 2025: MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models

[EMNLP 2025 Findings] Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA

EMNLP2024 - AKEW: Assessing Knowledge Editing in the Wild

[ACL 2025 Findings] Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs

[NeurIPS 2025 B & D] UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models