Curriculum Learning

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024 Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023 BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition ACL 2023 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023 Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023 CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023 CUPID: Curriculum Learning Based Real-Time Prediction using Distillation ACL 2023 Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NeurIPS 2023 Curriculum Learning for Self-supervised Speaker Verification Interspeech 2023 Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023 Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization Interspeech 2023 Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum ICML 2023 Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning AAAI 2023 Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023 Easy-to-Hard Learning for Information Extraction ACL 2023 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023 Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition Interspeech 2023 From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023 Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023 HuCurl: Human-induced Curriculum Discovery ACL 2023 In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ACL 2023 Iterative Teaching by Data Hallucination AISTATS 2023 LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023