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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024
Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components AISTATS 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments AAAI 2024
Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum AISTATS 2024
Metalearning with Very Few Samples Per Task COLT 2024
In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024
A Unified Framework for Discovering Discrete Symmetries AISTATS 2024
Prompt Engineering a Prompt Engineer ACL 2024
A Meta-Learning Perspective on Transformers for Causal Language Modeling ACL 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation ACL 2024
Learning via Surrogate PAC-Bayes NIPS 2024
Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024
Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning AAAI 2024
Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024
Composing Biases by Using CP to Decompose Minimal Functional Dependencies for Acquiring Complex Formulae AAAI 2024
Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CONLL 2024