few-shot learning

End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion EACL 2023 Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023 Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer ACL 2023 Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023 Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples ACL 2023 Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets EMNLP 2023 Episodic Multi-Task Learning with Heterogeneous Neural Processes NeurIPS 2023 ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023 Evaluating ChatGPT and Bard AI on Arabic Sentiment Analysis EMNLP 2023 Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages ACL 2023 Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data ACL 2023 Evidential Conditional Neural Processes AAAI 2023 Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023 Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023 Exploring Diverse In-Context Configurations for Image Captioning NeurIPS 2023 Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods ACL 2023 Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023 Exploring the Curious Case of Code Prompts ACL 2023 Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023 Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023 Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023 Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023 ExPT: Synthetic Pretraining for Few-Shot Experimental Design NeurIPS 2023 Extensible and Efficient Proxy for Neural Architecture Search ICCV 2023 FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023