Curriculum Learning

Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023 Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023 Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023 On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023 On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling IJCAI 2023 Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs NeurIPS 2023 Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation WACV 2023 Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition Interspeech 2023 When Do Curricula Work in Federated Learning? ICCV 2023 Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022 Balanced Self-Paced Learning for AUC Maximization AAAI 2022 CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022 Comparison and Analysis of New Curriculum Criteria for End-to-End ASR Interspeech 2022 Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition NAACL 2022 Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022 Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis EMNLP 2022 Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022 Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NeurIPS 2022 Curriculum Reinforcement Learning via Constrained Optimal Transport ICML 2022 Data Selection Curriculum for Neural Machine Translation EMNLP 2022 Do Data-based Curricula Work? ACL 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Feeding What You Need by Understanding What You Learned ACL 2022 GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NeurIPS 2022 Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022