Meta-Learning

Enhancing Attributed Question Answering using Tailored Progressive Curriculum Learning EMNLP 2025 Enhancing Language Model Hypernetworks with Restart: A Study on Optimization NAACL 2025 Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025 Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition AAAI 2025 Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning COLING 2025 Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement NAACL 2025 Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2025 Equivariant Neural Functional Networks for Transformers ICLR 2025 ExpeTrans: LLMs Are Experiential Transfer Learners ACL 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring EMNLP 2025 First-Order Federated Bilevel Learning AAAI 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025 GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts WACV 2025 Generating Freeform Endoskeletal Robots ICLR 2025 Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025 Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective ICLR 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging (Extended Abstract) IJCAI 2025 Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025 Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025 HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation IJCAI 2025