few-shot learning

Clustered-patch Element Connection for Few-shot Learning IJCAI 2023 CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023 Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023 CoAug: Combining Augmentation of Labels and Labelling Rules ACL 2023 Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023 Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023 Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023 Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples ICCV 2023 Compositional Exemplars for In-context Learning ICML 2023 Compositional Prototypical Networks for Few-Shot Classification AAAI 2023 Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023 Conditioning on Dialog Acts improves Empathy Style Transfer EMNLP 2023 Consistency Analysis of ChatGPT EMNLP 2023 Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023 Context-enriched molecule representations improve few-shot drug discovery ICLR 2023 Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023 CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023 Coverage-based Example Selection for In-Context Learning EMNLP 2023 Cross-Cultural Transfer Learning for Chinese Offensive Language Detection EACL 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023