conftrace_

data memorization

12 papers

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large language model (4) language model (3) model memorization (2) training data (2) machine unlearning (2) privacy preservation (2) synthetic language (1) data generalization (1) verbal complexity (1) data extraction (1)

Papers

Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025 Controllable Memorization in LLMs via Weight Pruning EMNLP 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty CVPR 2025 Measuring memorization in language models via probabilistic extraction NAACL 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Trade-offs in Data Memorization via Strong Data Processing Inequalities COLT 2025 Center-Based Relaxed Learning Against Membership Inference Attacks UAI 2024 Memorization in Self-Supervised Learning Improves Downstream Generalization ICLR 2024 Unlocking Memorization in Large Language Models with Dynamic Soft Prompting EMNLP 2024 Understanding and Mitigating Copying in Diffusion Models NeurIPS 2023 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022