few-shot learning

Tensor Feature Hallucination for Few-Shot Learning WACV 2022 Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022 Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning NAACL 2022 The Role of Deconfounding in Meta-learning ICML 2022 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NeurIPS 2022 Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022 ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022 Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022 Towards Few-Shot Identification of Morality Frames using In-Context Learning EMNLP 2022 Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NeurIPS 2022 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022 Towards Summary Candidates Fusion EMNLP 2022 Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022 Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022 Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022 Training speaker recognition systems with limited data Interspeech 2022 Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022 Transferring Hierarchical Structures with Dual Meta Imitation Learning CoRL 2022 UECA-Prompt: Universal Prompt for Emotion Cause Analysis COLING 2022 Understanding Benign Overfitting in Gradient-Based Meta Learning NeurIPS 2022 Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022 UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022 Using dependency parsing for few-shot learning in distributional semantics ACL 2022 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022 Visual Prompt Tuning for Few-Shot Text Classification COLING 2022