Curriculum Learning

Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022 Interpretable Low-Resource Legal Decision Making AAAI 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum AAAI 2022 MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022 Model AI Assignments 2022 AAAI 2022 On Curriculum Learning for Commonsense Reasoning NAACL 2022 On the Statistical Benefits of Curriculum Learning ICML 2022 Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022 R3 : Refined Retriever-Reader pipeline for Multidoc2dial ACL 2022 TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022 The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022 Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022 Adaptive Curriculum Learning ICCV 2021 Autonomous Reinforcement Learning via Subgoal Curricula NeurIPS 2021 CLAIM: curriculum learning policy for influence maximization in unknown social networks UAI 2021 Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation EMNLP 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021 Curriculum Disentangled Recommendation with Noisy Multi-feedback NeurIPS 2021 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning EACL 2021 Edit Distance Based Curriculum Learning for Paraphrase Generation ACL 2021 Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021 FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NeurIPS 2021 Hierarchical Class-Based Curriculum Loss IJCAI 2021