| Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting | Nov 12, 2020 | Memorization | CodeCode Available | 1 | 5 |
| ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models | Dec 20, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| Can Neural Network Memorization Be Localized? | Jul 18, 2023 | Memorization | CodeCode Available | 1 | 5 |
| Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics | Oct 28, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 | 5 |
| Can Forward Gradient Match Backpropagation? | Jun 12, 2023 | Memorization | CodeCode Available | 1 | 5 |
| Capabilities of GPT-4 on Medical Challenge Problems | Mar 20, 2023 | counterfactualMemorization | 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 |
| Eicient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation | May 19, 2020 | MemorizationRecommendation Systems | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| Enhancing human learning via spaced repetition optimization | Jan 22, 2019 | MemorizationPoint Processes | CodeCode Available | 1 | 5 |
| A comparison of LSTM and GRU networks for learning symbolic sequences | Jul 5, 2021 | Memorization | CodeCode Available | 1 | 5 |
| Continual Memorization of Factoids in Large Language Models | Nov 11, 2024 | Memorization | 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 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
| Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning | Apr 26, 2023 | MemorizationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 | 5 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 | 5 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 | 5 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 | 5 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels | Mar 25, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | 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 |
