few-shot learning

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023 RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023 S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023 SA6D: Self-Adaptive Few-Shot 6D Pose Estimator for Novel and Occluded Objects CoRL 2023 s-Adaptive Decoupled Prototype for Few-Shot Object Detection ICCV 2023 SAGEViz: SchemA GEneration and Visualization EMNLP 2023 Scalable Prompt Generation for Semi-supervised Learning with Language Models EACL 2023 SegGPT: Towards Segmenting Everything in Context ICCV 2023 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Attention Message Passing for Contrastive Few-Shot Learning WACV 2023 Self-Evaluation Guided Beam Search for Reasoning NeurIPS 2023 Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023 Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023 Self-Supervised Representation Learning for CAD CVPR 2023 Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023 Semantic matching for text classification with complex class descriptions EMNLP 2023 Semi-Supervised Domain Generalization with Known and Unknown Classes NeurIPS 2023 SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification ICML 2023 Sentiment and Emotion Classification in Low-resource Settings ACL 2023 Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023 Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting ICLR 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning NeurIPS 2023