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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025
Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025
MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation EMNLP 2025
“Clutch or Cry” Team at TRACS @ WASP2025: A Hybrid Stacking Ensemble for Astrophysical Document Classification IJCNLP 2025
Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025
STRIDE: Single-Video Based Temporally Continuous Occlusion-Robust 3D Pose Estimation WACV 2025
World Models with Hints of Large Language Models for Goal Achieving NAACL 2025
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025
Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025
DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025
Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025
In-Context Meta LoRA Generation IJCAI 2025
How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging (Extended Abstract) IJCAI 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025