conftrace_

machine unlearning

290 papers

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Also known as

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

Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026
SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning ACL 2026
DUP: Detection-guided Unlearning for Backdoor Purification in Language Models AAAI 2026
A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025
Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models EMNLP 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SEMEVAL 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models ACL 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs NAACL 2025
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation ACL 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs ACL 2025
YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning ACL 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints SEMEVAL 2025
Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal ACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking ACL 2025
Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025
Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning ICCV 2025