curriculum learning

604 papers

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Also known as

CL OR NULL CL

Co-occurring keywords

reinforcement learning (4122) large language model (12755) neural machine translation (2310) domain adaptation (4578) transfer learning (5442) self-supervised learning (3751) representation learning (6174) knowledge distillation (3680) contrastive learning (3979) language model (4573)

Papers

Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation EMNLP 2025

From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling CVPR 2025

CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs EMNLP 2025

Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025

Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025

Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025

Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025

UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025

Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024

MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024

GunStance: Stance Detection for Gun Control and Gun Regulation ACL 2024

WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024

Watch Where You Head: A View-Biased Domain Gap in Gait Recognition and Unsupervised Adaptation WACV 2024

Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024

Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024

A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024

NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NIPS 2024

DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024

DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024

CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection COLING 2024

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024

Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024

Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024

Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs AAAI 2024