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model editing

189 papers

Papers

Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024 Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024 Learning Where to Edit Vision Transformers NeurIPS 2024 LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024 Local Contrastive Editing of Gender Stereotypes EMNLP 2024 Long-form evaluation of model editing NAACL 2024 Machine Unlearning of Pre-trained Large Language Models ACL 2024 Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024 MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024 Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ACL 2024 Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing EMNLP 2024 Model Editing at Scale leads to Gradual and Catastrophic Forgetting ACL 2024 Model Editing by Standard Fine-Tuning ACL 2024 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications CVPR 2024 On the Robustness of Editing Large Language Models EMNLP 2024 PFedEdit: Personalized Federated Learning via Automated Model Editing ECCV 2024 Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024 PMET: Precise Model Editing in a Transformer AAAI 2024 Provable Editing of Deep Neural Networks using Parametric Linear Relaxation NeurIPS 2024 pyvene: A Library for Understanding and Improving PyTorch Models via Interventions NAACL 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 ReFACT: Updating Text-to-Image Models by Editing the Text Encoder NAACL 2024 Robust and Scalable Model Editing for Large Language Models COLING 2024