Meta-Learning

MPO: Boosting LLM Agents with Meta Plan Optimization EMNLP 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025 MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025 Neural Context Flows for Meta-Learning of Dynamical Systems ICLR 2025 Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization ICLR 2025 Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025 OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025 One-Minute Video Generation with Test-Time Training CVPR 2025 On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery ICLR 2025 Opt-ICL at LeWiDi-2025: Maximizing In-Context Signal from Rater Examples via Meta-Learning EMNLP 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions ICLR 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025 PersonalLLM: Tailoring LLMs to Individual Preferences ICLR 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners AISTATS 2025 Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025 Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms AAAI 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 Real-Time Recurrent Reinforcement Learning AAAI 2025 ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement ICLR 2025 Reinforced In-Context Black-Box Optimization IJCAI 2025