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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NIPS 2024
In-Context Example Ordering Guided by Label Distributions NAACL 2024
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024
Towards Human-like Learning from Relational Structured Data AAAI 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NIPS 2024
ADaPT: As-Needed Decomposition and Planning with Language Models NAACL 2024
Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments AAAI 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization NAACL 2024
Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024
On the Stability and Generalization of Meta-Learning NIPS 2024
Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024
ALF at SemEval-2024 Task 9: Exploring Lateral Thinking Capabilities of LMs through Multi-task Fine-tuning NAACL 2024
WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification ACL 2024
Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024
Practice Makes Perfect: Planning to Learning Skill Parameter Policies RSS 2024
Metalearning with Very Few Samples Per Task COLT 2024
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms NIPS 2024
XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage AISTATS 2024
Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models EMNLP 2024
Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CONLL 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024