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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

pyvene: A Library for Understanding and Improving PyTorch Models via Interventions NAACL 2024
Unified Concept Editing in Diffusion Models WACV 2024
Cross-lingual Editing in Multilingual Language Models EACL 2024
Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024
Machine Unlearning of Pre-trained Large Language Models ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
Consecutive Batch Model Editing with HooK Layers EMNLP 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing EMNLP 2024
FAME: Towards Factual Multi-Task Model Editing EMNLP 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024
Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models EMNLP 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024
“Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024
A Unified Framework for Model Editing EMNLP 2024
Sequential Editing for Lifelong Training of Speech Recognition Models INTERSPEECH 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024
History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024
Long-form evaluation of model editing NAACL 2024
Gradient Rewiring for Editable Graph Neural Network Training NIPS 2024
Correcting Language Model Outputs by Editing Salient Layers EACL 2024
What makes unlearning hard and what to do about it NIPS 2024
DisCEdit: Model Editing by Identifying Discriminative Components NIPS 2024