few-shot learning

Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis COLING 2024 Zero and Few-shot Semantic Parsing with Ambiguous Inputs ICLR 2024 Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024 kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023 2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023 3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels CVPR 2023 A Closer Look at Few-shot Classification Again ICML 2023 A Comparative Study of Prompting Strategies for Legal Text Classification EMNLP 2023 A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023 Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023 Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023 Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023 Active Reasoning in an Open-World Environment NeurIPS 2023 ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs ICCV 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 AdaPlanner: Adaptive Planning from Feedback with Language Models NeurIPS 2023 Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023 Adapting Emotion Detection to Analyze Influence Campaigns on Social Media ACL 2023 Adapting Language-Audio Models as Few-Shot Audio Learners Interspeech 2023 Adaptive Compositional Continual Meta-Learning ICML 2023 Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification AISTATS 2023 Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023 AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023 A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023 Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023