| Can LLM Graph Reasoning Generalize beyond Pattern Memorization? | Jun 23, 2024 | Memorization | CodeCode Available | 1 | 5 |
| Can Neural Network Memorization Be Localized? | Jul 18, 2023 | Memorization | CodeCode Available | 1 | 5 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 | 5 |
| Eicient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation | May 19, 2020 | MemorizationRecommendation Systems | CodeCode Available | 1 | 5 |
| Exploring Memorization in Adversarial Training | Jun 3, 2021 | Memorization | CodeCode Available | 1 | 5 |
| An Empirical Study of Memorization in NLP | Mar 23, 2022 | Memorization | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? | Aug 20, 2024 | Code GenerationMemorization | CodeCode Available | 1 | 5 |
| Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation | Jul 10, 2023 | Memorization | CodeCode Available | 1 | 5 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 | 5 |
| Antipodes of Label Differential Privacy: PATE and ALIBI | Jun 7, 2021 | Bayesian InferenceMemorization | CodeCode Available | 1 | 5 |
| DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A comparison of LSTM and GRU networks for learning symbolic sequences | Jul 5, 2021 | Memorization | CodeCode Available | 1 | 5 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 | 5 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Beyond Memorization: Violating Privacy Via Inference with Large Language Models | Oct 11, 2023 | MemorizationText Anonymization | CodeCode Available | 1 | 5 |
| Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning | Jul 1, 2024 | Memorization | CodeCode Available | 1 | 5 |
| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 | 5 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| Data Contamination Can Cross Language Barriers | Jun 19, 2024 | Memorization | CodeCode Available | 1 | 5 |
| Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations | Mar 21, 2024 | BenchmarkingMemorization | CodeCode Available | 1 | 5 |
