few-shot learning

Ask Me Anything: A simple strategy for prompting language models ICLR 2023 A smashed glass cannot be full: Generation of Commonsense Explanations through Prompt-based Few-shot Learning ACL 2023 ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023 Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023 Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023 A Strong Baseline for Generalized Few-Shot Semantic Segmentation CVPR 2023 AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection CVPR 2023 A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation EMNLP 2023 Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023 A Unified, Scalable Framework for Neural Population Decoding NeurIPS 2023 AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023 Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023 Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023 Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023 Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023 Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023 Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization AAAI 2023 Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets RSS 2023 Benchmarking Large Language Model Capabilities for Conditional Generation ACL 2023 Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023 Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023 Bidirectional Language Models Are Also Few-shot Learners ICLR 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds WACV 2023 Black Box Few-Shot Adaptation for Vision-Language Models ICCV 2023