| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 |
| Memorization Capacity of Multi-Head Attention in Transformers | Jun 3, 2023 | Image ClassificationMemorization | CodeCode Available | 0 |
| Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training | Jun 2, 2023 | Binary ClassificationMemorization | —Unverified | 0 |
| Understanding and Mitigating Copying in Diffusion Models | May 31, 2023 | Image CaptioningMemorization | CodeCode Available | 1 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter estimation | CodeCode Available | 0 |
| Large Language Models Are Not Strong Abstract Reasoners | May 31, 2023 | Common Sense ReasoningMemorization | CodeCode Available | 1 |
| Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks | May 28, 2023 | MedQAMemorization | CodeCode Available | 1 |
| Training Data Extraction From Pre-trained Language Models: A Survey | May 25, 2023 | MemorizationSurvey | —Unverified | 0 |
| On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization | May 25, 2023 | MemorizationRecommendation Systems | —Unverified | 0 |
| Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies | May 24, 2023 | MemorizationRetrieval | —Unverified | 0 |
| A Causal View of Entity Bias in (Large) Language Models | May 24, 2023 | Machine Reading ComprehensionMemorization | CodeCode Available | 0 |
| Sources of Hallucination by Large Language Models on Inference Tasks | May 23, 2023 | HallucinationMemorization | CodeCode Available | 1 |
| Mitigating Label Noise through Data Ambiguation | May 23, 2023 | Memorization | CodeCode Available | 0 |
| Continual Dialogue State Tracking via Example-Guided Question Answering | May 23, 2023 | Continual LearningDialogue State Tracking | CodeCode Available | 0 |
| HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations | May 23, 2023 | Memorization | CodeCode Available | 0 |
| To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion | May 23, 2023 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate | May 22, 2023 | BenchmarkingMath | —Unverified | 0 |
| How Spurious Features Are Memorized: Precise Analysis for Random and NTK Features | May 20, 2023 | Learning TheoryMemorization | CodeCode Available | 0 |
| Memorization for Good: Encryption with Autoregressive Language Models | May 15, 2023 | CryptanalysisMemorization | CodeCode Available | 1 |
| Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility | May 15, 2023 | Memorization | CodeCode Available | 0 |
| A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information | May 12, 2023 | MemorizationQuestion Answering | —Unverified | 0 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models | May 8, 2023 | MemorizationRelation | —Unverified | 0 |
| Surveying Generative AI's Economic Expectations | May 4, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy | May 2, 2023 | Memorization | —Unverified | 0 |
