| Localizing Paragraph Memorization in Language Models | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Protecting Copyrighted Material with Unique Identifiers in Large Language Model Training | Mar 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations | Mar 21, 2024 | BenchmarkingMemorization | CodeCode Available | 1 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 |
| DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning | Mar 21, 2024 | MemorizationRetrieval | CodeCode Available | 0 |
| Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data | Mar 20, 2024 | Memorization | CodeCode Available | 2 |
| Tackling Noisy Labels with Network Parameter Additive Decomposition | Mar 20, 2024 | Memorization | CodeCode Available | 0 |
| Self-generated Replay Memories for Continual Neural Machine Translation | Mar 19, 2024 | DecoderMachine Translation | CodeCode Available | 0 |
| Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention | Mar 17, 2024 | Memorization | CodeCode Available | 1 |
| Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation | Mar 17, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance | Mar 14, 2024 | Memorization | CodeCode Available | 1 |
| Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement | Mar 14, 2024 | Adversarial RobustnessMemorization | —Unverified | 0 |
| Ethos: Rectifying Language Models in Orthogonal Parameter Space | Mar 13, 2024 | MemorizationTask Arithmetic | —Unverified | 0 |
| A Decade's Battle on Dataset Bias: Are We There Yet? | Mar 13, 2024 | Memorization | CodeCode Available | 2 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 |
| Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models | Mar 6, 2024 | Code GenerationMemorization | CodeCode Available | 1 |
| Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs | Mar 5, 2024 | Memorization | CodeCode Available | 0 |
| LLM-Oriented Retrieval Tuner | Mar 4, 2024 | MemorizationRetrieval | —Unverified | 0 |
| SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis | Mar 4, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 2 |
| ROME: Memorization Insights from Text, Logits and Representation | Mar 1, 2024 | Memorization | —Unverified | 0 |
| Unveiling Privacy, Memorization, and Input Curvature Links | Feb 28, 2024 | Memorization | —Unverified | 0 |
| Learning Associative Memories with Gradient Descent | Feb 28, 2024 | Memorization | —Unverified | 0 |
| Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models | Feb 24, 2024 | HumanEvalMemorization | CodeCode Available | 1 |
| Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition | Feb 23, 2024 | MemorizationMulti-Task Learning | —Unverified | 0 |
