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Curriculum Learning

97 directly classified papers

Papers per year

Papers

Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping EMNLP 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024
Automatic Quality Estimation for Data Selection and Curriculum Learning CONLL 2024
A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024
ConcreteGPT: A Baby GPT-2 Based on Lexical Concreteness and Curriculum Learning CONLL 2024
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NIPS 2024
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition ACL 2023
Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023
CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023
Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum ICML 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling IJCAI 2023
When Do Curricula Work in Federated Learning? ICCV 2023
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization INTERSPEECH 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023
On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023
CUPID: Curriculum Learning Based Real-Time Prediction using Distillation ACL 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023
TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022