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Curriculum Learning

202 papers

Papers per year

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Papers

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025
A Morpheme-Aware Child-Inspired Language Model EMNLP 2025
Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025
SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language EMNLP 2025
Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 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
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025
Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025
AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NIPS 2024
Implicit Curriculum in Procgen Made Explicit NIPS 2024
Learning Versatile Skills with Curriculum Masking NIPS 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024
A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024