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Curriculum Learning

136 directly classified papers

Papers per year

Papers

Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022
Balanced Self-Paced Learning for AUC Maximization AAAI 2022
Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022
Model AI Assignments 2022 AAAI 2022
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021
Prioritized Level Replay ICML 2021
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL ICML 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NIPS 2021
Autonomous Reinforcement Learning via Subgoal Curricula NIPS 2021
CLAIM: curriculum learning policy for influence maximization in unknown social networks UAI 2021
Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization EMNLP 2021
Curriculum Disentangled Recommendation with Noisy Multi-feedback NIPS 2021
Learning Artificial Intelligence: Insights into How Youth Encounter and Build Understanding of AI Concepts AAAI 2021
Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation EMNLP 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
Why and What to Teach: AI Curriculum for Elementary School AAAI 2021
Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021
Edit Distance Based Curriculum Learning for Paraphrase Generation ACL 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021
Adaptive Curriculum Learning ICCV 2021
Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020
On a possibility of gradual model-learning PGM 2020