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curriculum learning

739 papers

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CL

Co-occurring keywords · papers mentioning both

reinforcement learning (96) large language model (57) domain adaptation (32) neural machine translation (31) contrastive learning (30) transfer learning (29) self-supervised learning (29) knowledge distillation (27) data augmentation (24) representation learning (24)

Papers

Learning Compositional Functions with Transformers from Easy-to-Hard Data COLT 2025 Learning Getting-Up Policies for Real-World Humanoid Robots RSS 2025 Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025 Learning Long-Horizon Robot Manipulation Skills via Privileged Action CoRL 2025 Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation EMNLP 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025 LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces ICML 2025 Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025 Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025 Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild ICCV 2025 MTSE: Multi-Target Speaker Extraction for Conversation Scenarios Interspeech 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection Interspeech 2025 NextBestPath: Efficient 3D Mapping of Unseen Environments ICLR 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025 Pisets: A Robust Speech Recognition System for Lectures and Interviews NAACL 2025