conftrace_

machine unlearning

290 papers

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MU

Co-occurring keywords

large language model (13587) privacy preservation (380) knowledge editing (295) data privacy (108) knowledge distillation (3725) selective forgetting (30) model utility (36) model editing (159) right to be forgotten (24) knowledge removal (20)

Papers

Machine Unlearning of Pre-trained Large Language Models ACL 2024
Machine Unlearning: Challenges in Data Quality and Access IJCAI 2024
Machine Unlearning via Null Space Calibration IJCAI 2024
Unlearning from Weakly Supervised Learning IJCAI 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space NAACL 2024
Certified Machine Unlearning via Noisy Stochastic Gradient Descent NIPS 2024
Demystifying Verbatim Memorization in Large Language Models EMNLP 2024
Unlearning Traces the Influential Training Data of Language Models ACL 2024
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024
RRL: Recommendation Reverse Learning AAAI 2024
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation AAAI 2024
CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024
Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024
Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024
Towards Safer Large Language Models through Machine Unlearning ACL 2024
Backdoor Attacks via Machine Unlearning AAAI 2024
Towards Effective and General Graph Unlearning via Mutual Evolution AAAI 2024
Fast Machine Unlearning without Retraining through Selective Synaptic Dampening AAAI 2024
Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024
Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection WACV 2024
Fair Machine Unlearning: Data Removal while Mitigating Disparities AISTATS 2024
ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024
Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024