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

SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SEMEVAL 2025
Knowledge Editing for Large Language Models COLING 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024
Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective EMNLP 2024
On the Robustness of Editing Large Language Models EMNLP 2024
Local Contrastive Editing of Gender Stereotypes EMNLP 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024
Spectral Editing of Activations for Large Language Model Alignment NIPS 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation NIPS 2024
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models NIPS 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024
Understanding and Patching Compositional Reasoning in LLMs ACL 2024
Learning Where to Edit Vision Transformers NIPS 2024
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder NAACL 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation NIPS 2024
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing EMNLP 2024
PMET: Precise Model Editing in a Transformer AAAI 2024
Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ACL 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024
SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024