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Meta-Learning

1524 directly classified papers

Papers per year

Papers

K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026
Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026
LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration AAAI 2026
From Few-Shot Learning to Data-Efficient Intelligence AAAI 2026
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025
Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025
Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025
Automate Strategy Finding with LLM in Quant Investment EMNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Enhancing Attributed Question Answering using Tailored Progressive Curriculum Learning EMNLP 2025
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025
ThinkTuning: Instilling Cognitive Reflections without Distillation EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction EMNLP 2025
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025
Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025
HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025