Curriculum Learning

GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer Interspeech 2025 HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025 Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 MTSE: Multi-Target Speaker Extraction for Conversation Scenarios Interspeech 2025 Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection Interspeech 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025 ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025 Scale Efficient Training for Large Datasets CVPR 2025 See Further When Clear: Curriculum Consistency Model CVPR 2025 SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language EMNLP 2025 Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios Interspeech 2025 Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025 Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025 Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025 Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024