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Curriculum Learning

97 directly classified papers

Papers per year

Papers

Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models EACL 2026
SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025
Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning EMNLP 2025
A Morpheme-Aware Child-Inspired Language Model EMNLP 2025
UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025
Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025
See Further When Clear: Curriculum Consistency Model CVPR 2025
Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025
Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025
Teach Small Models to Reason by Curriculum Distillation EMNLP 2025
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language EMNLP 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Scale Efficient Training for Large Datasets CVPR 2025
Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025
Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025
Diffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion ICCV 2025
Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning ICCV 2025
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025
ConcreteGPT: A Baby GPT-2 Based on Lexical Concreteness and Curriculum Learning CONLL 2024
Phased Instruction Fine-Tuning for Large Language Models ACL 2024