Curriculum Learning

A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024 Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024 An Entropy-Based Model for Hierarchical Learning JMLR 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 Automatic Quality Estimation for Data Selection and Curriculum Learning CoNLL 2024 Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping EMNLP 2024 Causally Aligned Curriculum Learning ICLR 2024 CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024 ConcreteGPT: A Baby GPT-2 Based on Lexical Concreteness and Curriculum Learning CoNLL 2024 Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024 Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NeurIPS 2024 Curriculum reinforcement learning for quantum architecture search under hardware errors ICLR 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024 Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024 Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024 Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024 Implicit Curriculum in Procgen Made Explicit NeurIPS 2024 IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024 Learning Versatile Skills with Curriculum Masking NeurIPS 2024 Phased Instruction Fine-Tuning for Large Language Models ACL 2024 PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024 Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency ICLR 2024 Reward-Free Curricula for Training Robust World Models ICLR 2024 Statistical curriculum learning: An elimination algorithm achieving an oracle risk COLT 2024