conftrace_

model editing

159 papers

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Co-occurring keywords

knowledge editing (295) large language model (13587) language model (4599) machine unlearning (290) diffusion model (3751) knowledge updating (33) factual knowledge (131) sequential editing (15) concept erasure (31) knowledge update (25)

Papers

Robust and Scalable Model Editing for Large Language Models COLING 2024
Large Language Models Relearn Removed Concepts ACL 2024
InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024
Model Editing at Scale leads to Gradual and Catastrophic Forgetting ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024
Reasons and Solutions for the Decline in Model Performance after Editing NIPS 2024
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024
Stealth edits to large language models NIPS 2024
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach ACL 2024
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing ACL 2024
DemoCaricature: Democratising Caricature Generation with a Rough Sketch CVPR 2024
One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications CVPR 2024
Should We Really Edit Language Models? On the Evaluation of Edited Language Models NIPS 2024
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023
Erasing Concepts from Diffusion Models ICCV 2023
Ablating Concepts in Text-to-Image Diffusion Models ICCV 2023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NIPS 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models NIPS 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models ICCV 2023
Language Anisotropic Cross-Lingual Model Editing ACL 2023
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NIPS 2023
Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023