Meta-Learning

AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Agent Skill Acquisition for Large Language Models via CycleQD ICLR 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 A Meta-Learning Approach to Bayesian Causal Discovery ICLR 2025 Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025 Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025 A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025 Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models ICLR 2025 Automated Design of Agentic Systems ICLR 2025 Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025 Automate Strategy Finding with LLM in Quant Investment EMNLP 2025 AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization CVPR 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025 CARE-STaR: Constraint-aware Self-taught Reasoner ACL 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 Commonsense Subgraph for Inductive Relation Reasoning with Meta-learning COLING 2025 ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 Consistency of Compositional Generalization Across Multiple Levels AAAI 2025 Continual Learning of Large Language Models EMNLP 2025