conftrace_

knowledge unlearning

20 papers

Explore in graph

Co-occurring keywords

large language model (13587) machine unlearning (290) model editing (159) knowledge editing (295) language model (4599) selective forgetting (30) gradient ascent (51) privacy protection (162) sensitive information (24) knowledge distillation (3725)

Papers

CAP: Controllable Alignment Prompting for Unlearning in LLMs ACL 2026
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
Safety Alignment via Constrained Knowledge Unlearning ACL 2025
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025
Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models AAAI 2025
Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 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
Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models EMNLP 2025
Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models EMNLP 2025
Graceful Forgetting in Generative Language Models EMNLP 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. SEMEVAL 2025
COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement IJCAI 2025
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs ACL 2025
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NIPS 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models EMNLP 2024
Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models NIPS 2024
Knowledge Unlearning for Mitigating Privacy Risks in Language Models ACL 2023