few-shot learning

Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022 DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NeurIPS 2022 Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Interspeech 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022 EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning CVPR 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 Efficient Few-Shot Fine-Tuning for Opinion Summarization NAACL 2022 Efficient Variance Reduction for Meta-learning ICML 2022 EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NeurIPS 2022 Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts EMNLP 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Embedding Adaptation Network with Transformer for Few-Shot Action Recognition ACML 2022 Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022 Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022 Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022 Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022 Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022 FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition COLING 2022