knowledge forgetting

Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models ACL 2026 Not All Tokens Are Meant to Be Forgotten AAAI 2026 Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025 AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025 CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning AAAI 2025 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025 Continual Learning in Large Language Models: Foundations to Frontiers IJCNLP 2025 DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention SemEval 2025 Improving Instruct Models for Free: A Study on Partial Adaptation EMNLP 2025 Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 LeanAgent: Lifelong Learning for Formal Theorem Proving ICLR 2025 LLM Unlearning via Loss Adjustment with Only Forget Data ICLR 2025 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 Overcoming Domain Knowledge Forgetting in Continual Test-Time Adaptation via Siamese Networks ACML 2025 Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025 ReLearn: Unlearning via Learning for Large Language Models ACL 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL 2025 UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025 BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization EMNLP 2024 Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024 Dissecting learning and forgetting in language model finetuning ICLR 2024 Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024