[NeurIPS 2025 B & D] UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
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Nov 20, 2025 - Python
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[NeurIPS 2025 B & D] UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
COLING 2025: MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models
Stable Knowledge Editing in Large Language Models
An Automated Framework to Construct Datasets for Assessing Knowledge Editing or Multi-Hop Reasoning Capability of Language Models.
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.
[EMNLP 2025 Findings] Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
Official codes for COLING 2024 paper "Robust and Scalable Model Editing for Large Language Models": https://arxiv.org/abs/2403.17431v1
[COLM 2025] Official implementation of ÎĽKE - edit LLM knowledge while preserving memory dependencies via Matryoshka-style objectives.
Official implementation of "Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing" (EMNLP 2025 Findings).
EMNLP2024 - AKEW: Assessing Knowledge Editing in the Wild
An LLM editor capable of simultaneous large-scale knowledge editing.
[ACL 2025 Findings] Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs
[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
Official implementation for Zhong & Le et al., GNNs Also Deserve Editing, and They Need It More Than Once. ICML 2024
[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.
Code and dataset for the paper: "Can Editing LLMs Inject Harm?"
Official code repo for "Editing Implicit Assumptions in Text-to-Image Diffusion Models"
[ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models
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