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Curriculum Learning

202 papers

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Papers

Balanced Self-Paced Learning for AUC Maximization AAAI 2022
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum AAAI 2022
Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022
Interpretable Low-Resource Legal Decision Making AAAI 2022
Model AI Assignments 2022 AAAI 2022
Feeding What You Need by Understanding What You Learned ACL 2022
R3 : Refined Retriever-Reader pipeline for Multidoc2dial ACL 2022
Do Data-based Curricula Work? ACL 2022
TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022
MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 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
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
Data Selection Curriculum for Neural Machine Translation EMNLP 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022
Curriculum Reinforcement Learning via Constrained Optimal Transport ICML 2022
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022
On the Statistical Benefits of Curriculum Learning ICML 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022