Few-Shot Learning

Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization NeurIPS 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 In-Context Learning for Few-Shot Dialogue State Tracking EMNLP 2022 Inductive Relation Prediction by BERT AAAI 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022 Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Iterative Few-shot Semantic Segmentation from Image Label Text IJCAI 2022 JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022 JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SemEval 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022 Kernelized Few-Shot Object Detection With Efficient Integral Aggregation CVPR 2022 Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation Interspeech 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022 Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022 Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022 Knowledge-grounded Dialog State Tracking EMNLP 2022 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022 KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022 Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022 Label Hallucination for Few-Shot Classification AAAI 2022