few-shot learning

DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SemEval 2024 Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies COLING 2024 Deconstructing In-Context Learning: Understanding Prompts via Corruption COLING 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual-Modality Generative Models AAAI 2024 Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning EMNLP 2024 DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning SemEval 2024 Deep Support Vectors NeurIPS 2024 “Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024 DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning CVPR 2024 Demonstration Augmentation for Zero-shot In-context Learning ACL 2024 DeMuX: Data-efficient Multilingual Learning NAACL 2024 Demystifying Algorithmic Fairness in an Uncertain World AAAI 2024 Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation NeurIPS 2024 Dense Vision Transformer Compression with Few Samples CVPR 2024 Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification COLING 2024 Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning CVPR 2024 Designing Informative Metrics for Few-Shot Example Selection ACL 2024 Detecting Temporal Ambiguity in Questions EMNLP 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition Interspeech 2024 Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024 DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024 Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024 Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024 Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024