few-shot learning

Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024 Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions NAACL 2024 Large Language Models to Enhance Bayesian Optimization ICLR 2024 Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition EACL 2024 Large Scale Transfer Learning for Tabular Data via Language Modeling NeurIPS 2024 Large Vision-Language Models as Emotion Recognizers in Context Awareness ACML 2024 LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024 Learning Human-like Representations to Enable Learning Human Values NeurIPS 2024 Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024 Learning Performance-Improving Code Edits ICLR 2024 Learning Spatial Similarity Distribution for Few-shot Object Counting IJCAI 2024 Learning To Adapt CLIP for Few-Shot Monocular Depth Estimation WACV 2024 Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024 Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach EMNLP 2024 Learning to Learn Better Visual Prompts AAAI 2024 Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency CVPR 2024 LegalDiscourse: Interpreting When Laws Apply and To Whom NAACL 2024 LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024 LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024 Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024 Leveraging Code to Improve In-Context Learning for Semantic Parsing NAACL 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 Leveraging LLMs for Dialogue Quality Measurement NAACL 2024 Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024 Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024