| DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity | Oct 30, 2024 | Memorization | CodeCode Available | 1 |
| Data Contamination Can Cross Language Barriers | Jun 19, 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 |
| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | 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 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
| Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels | Mar 25, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification | Feb 11, 2021 | Autonomous VehiclesDriver Identification | CodeCode Available | 1 |
| Contrastive Learning with Boosted Memorization | May 25, 2022 | Contrastive LearningMemorization | 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 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 |
| Enhancing human learning via spaced repetition optimization | Jan 22, 2019 | MemorizationPoint Processes | CodeCode Available | 1 |
| Copyright Traps for Large Language Models | Feb 14, 2024 | Memorization | CodeCode Available | 1 |
| Exploring Memorization in Adversarial Training | Jun 3, 2021 | Memorization | CodeCode Available | 1 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models | Jun 23, 2024 | MemorizationReading Comprehension | CodeCode Available | 1 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations | Mar 21, 2024 | BenchmarkingMemorization | CodeCode Available | 1 |
