Curriculum Learning

Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021 Learning Artificial Intelligence: Insights into How Youth Encounter and Build Understanding of AI Concepts AAAI 2021 Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization EMNLP 2021 One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021 Prioritized Level Replay ICML 2021 Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021 Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021 TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL ICML 2021 Token-wise Curriculum Learning for Neural Machine Translation EMNLP 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 When Do Curricula Work? ICLR 2021 Why and What to Teach: AI Curriculum for Elementary School AAAI 2021 Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020 Curriculum Learning by Dynamic Instance Hardness NeurIPS 2020 Curriculum Learning for Natural Language Understanding ACL 2020 Curriculum Pre-training for End-to-End Speech Translation ACL 2020 Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020 Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020 Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020 From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020 Learning a Multi-Domain Curriculum for Neural Machine Translation ACL 2020 Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020 Norm-Based Curriculum Learning for Neural Machine Translation ACL 2020