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Curriculum Learning

97 directly classified papers

Papers per year

Papers

Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022
Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022
MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022
Interpretable Low-Resource Legal Decision Making AAAI 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition NAACL 2022
R3 : Refined Retriever-Reader pipeline for Multidoc2dial ACL 2022
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum AAAI 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
Prioritized Level Replay ICML 2021
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning EACL 2021
CLAIM: curriculum learning policy for influence maximization in unknown social networks UAI 2021
Edit Distance Based Curriculum Learning for Paraphrase Generation IJCNLP 2021
Token-wise Curriculum Learning for Neural Machine Translation EMNLP 2021
Hierarchical Class-Based Curriculum Loss IJCAI 2021
Adaptive Curriculum Learning ICCV 2021
Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021
Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation EMNLP 2021
Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021
Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020
Curriculum Pre-training for End-to-End Speech Translation ACL 2020
Towards a Task-Agnostic Model of Difficulty Estimation for Supervised Learning Tasks AACL 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020