An LLM editor capable of simultaneous large-scale knowledge editing.
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Aug 29, 2025 - Python
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An LLM editor capable of simultaneous large-scale knowledge editing.
[NeurIPS 2025 B & D] UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
Official implementation of "Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing" (EMNLP 2025 Findings).
An Automated Framework to Construct Datasets for Assessing Knowledge Editing or Multi-Hop Reasoning Capability of Language Models.
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
[EMNLP 2025 Findings] Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
COLING 2025: MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models
Official implementation for Zhong & Le et al., GNNs Also Deserve Editing, and They Need It More Than Once. ICML 2024
Stable Knowledge Editing in Large Language Models
[EMNLP 2025] AutoSteer: Automating Steering for Safe Multimodal Large Language Models
[COLM 2025] Official implementation of ÎĽKE - 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] Circuit-Aware Editing Enables Generalizable Knowledge Learners
[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.
Code and dataset for the paper: "Can Editing LLMs Inject Harm?"
[ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models
[AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates
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