| Continual Memorization of Factoids in Large Language Models | Nov 11, 2024 | Memorization | CodeCode Available | 1 |
| Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure | Oct 31, 2024 | Inductive BiasMemorization | CodeCode Available | 1 |
| DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity | Oct 30, 2024 | Memorization | CodeCode Available | 1 |
| Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics | Oct 28, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 |
| Scalability of memorization-based machine unlearning | Oct 21, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models | Oct 7, 2024 | Memorization | CodeCode Available | 1 |
| Mitigating Memorization In Language Models | Oct 3, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method | Sep 29, 2024 | Federated LearningLearning Theory | CodeCode Available | 1 |
| FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts | Sep 18, 2024 | Memorization | CodeCode Available | 1 |
| CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? | Aug 20, 2024 | Code GenerationMemorization | CodeCode Available | 1 |
| Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs | Aug 13, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models | Jul 24, 2024 | Image GenerationMemorization | CodeCode Available | 1 |
| Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning | Jul 1, 2024 | Memorization | CodeCode Available | 1 |
| Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models | Jun 27, 2024 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization | Jun 27, 2024 | Memorization | CodeCode Available | 1 |
| Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets | Jun 27, 2024 | FormMemorization | CodeCode Available | 1 |
| SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It) | Jun 25, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon | Jun 25, 2024 | Memorization | CodeCode Available | 1 |
| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 |
| FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models | Jun 23, 2024 | MemorizationReading Comprehension | CodeCode Available | 1 |
| Can LLM Graph Reasoning Generalize beyond Pattern Memorization? | Jun 23, 2024 | Memorization | CodeCode Available | 1 |
| Data Contamination Can Cross Language Barriers | Jun 19, 2024 | Memorization | CodeCode Available | 1 |
| How Do Large Language Models Acquire Factual Knowledge During Pretraining? | Jun 17, 2024 | Memorization | CodeCode Available | 1 |
| Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models | Jun 4, 2024 | Memorization | CodeCode Available | 1 |
