few-shot learning

MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023 MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023 MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023 Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023 MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models EMNLP 2023 Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning NeurIPS 2023 MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023 Meta-Adapter: An Online Few-shot Learner for Vision-Language Model NeurIPS 2023 Meta-in-context learning in large language models NeurIPS 2023 Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction ICLR 2023 Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection AutoML 2023 Meta-learning for Robust Anomaly Detection AISTATS 2023 Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning ICLR 2023 Meta-Learning with Adjoint Methods AISTATS 2023 Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023 MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023 Meta-OLE: Meta-Learned Orthogonal Low-Rank Embedding WACV 2023 Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023 MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition EMNLP 2023 Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023 MEWL: Few-shot multimodal word learning with referential uncertainty ICML 2023 MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023 miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023 Mind's Eye: Grounded Language Model Reasoning through Simulation ICLR 2023 MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023