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

Influence-driven Curriculum Learning for Pre-training on Limited Data EMNLP 2025

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

Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data ACL 2025

Classifying Unreliable Narrators with Large Language Models ACL 2025

Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025

Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training EMNLP 2025

Boost Your Human Image Generation Model via Direct Preference Optimization CVPR 2025

Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025

Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025

Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data ACL 2025

K-order Ranking Preference Optimization for Large Language Models ACL 2025

R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025

Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025

Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025

See Further When Clear: Curriculum Consistency Model CVPR 2025

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

SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025

HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025

Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025

ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025

SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025

Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025

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

An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025