Zero-Shot Learning

Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 Universal Joy A Data Set and Results for Classifying Emotions Across Languages EACL 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021 Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021 Zero-Shot Compositional Concept Learning ACL 2021 Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 Zero-Shot Federated Learning with New Classes for Audio Classification Interspeech 2021 Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021 Zero-Shot Text-to-Image Generation ICML 2021 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021 A causal view of compositional zero-shot recognition NeurIPS 2020 An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020 Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020 A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning AAAI 2020 CHARM: Inferring Personal Attributes from Conversations EMNLP 2020 COBE: Contextualized Object Embeddings from Narrated Instructional Video NeurIPS 2020 Connecting the Dots Between Fact Verification and Fake News Detection COLING 2020 Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos WACV 2020 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020