| LlamaCare: A Large Medical Language Model for Enhancing Healthcare Knowledge Sharing | Jun 4, 2024 | ClassificationGPU | CodeCode Available | 1 |
| PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations | May 30, 2024 | Memorization | CodeCode Available | 1 |
| Large Scale Knowledge Washing | May 26, 2024 | DecoderMemorization | CodeCode Available | 1 |
| Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy | May 23, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 |
| Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective | May 17, 2024 | Backdoor AttackMemorization | CodeCode Available | 1 |
| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Offset Unlearning for Large Language Models | Apr 17, 2024 | Memorization | CodeCode Available | 1 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Localizing Paragraph Memorization in Language Models | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 |
| Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations | Mar 21, 2024 | BenchmarkingMemorization | CodeCode Available | 1 |
| Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention | Mar 17, 2024 | Memorization | CodeCode Available | 1 |
| Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance | Mar 14, 2024 | Memorization | CodeCode Available | 1 |
| 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 |
| Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models | Feb 24, 2024 | HumanEvalMemorization | CodeCode Available | 1 |
| Copyright Traps for Large Language Models | Feb 14, 2024 | Memorization | CodeCode Available | 1 |
| The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes | Feb 14, 2024 | Memorization | CodeCode Available | 1 |
| Erasing Undesirable Influence in Diffusion Models | Jan 11, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models | Dec 26, 2023 | MemorizationMultiple-choice | CodeCode Available | 1 |
| Negative Pre-aware for Noisy Cross-modal Matching | Dec 10, 2023 | Cross-modal retrieval with noisy correspondenceImage-text matching | CodeCode Available | 1 |
| Sparse Low-rank Adaptation of Pre-trained Language Models | Nov 20, 2023 | Memorization | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 |
