knowledge editing

283 papers

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Also known as

IKE KME UKE KE

Co-occurring keywords

large language model (12755) model editing (155) language model (4573) factual knowledge (128) machine unlearning (270) question answering (2904) knowledge update (24) knowledge graph (1795) retrieval-augmented generation (1459) knowledge updating (33)

Papers

Lifelong Knowledge Editing requires Better Regularization EMNLP 2025

KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025

Can We Edit LLMs for Long-Tail Biomedical Knowledge? EMNLP 2025

An Exploration of Knowledge Editing for Arabic EMNLP 2025

Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025

Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025

ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025

ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ACL 2025

BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ACL 2025

SAKE: Steering Activations for Knowledge Editing ACL 2025

LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025

CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025

Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025

Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025

Knowledge Editing Induces Underconfidence in Language Models EMNLP 2025

Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025

Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025

MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing EMNLP 2025

Efficient Knowledge Editing via Minimal Precomputation ACL 2025

ScEdit: Script-based Assessment of Knowledge Editing ACL 2025

NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024

Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models NIPS 2024

MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024