Zero-Shot Learning

Towards Multi-label Unknown Intent Detection COLING 2022 Towards Open-Domain Topic Classification NAACL 2022 Trading-Off Information Modalities in Zero-Shot Classification WACV 2022 TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022 Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022 TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022 TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022 TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022 Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022 UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification COLING 2022 u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NeurIPS 2022 Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods ACL 2022 Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022 Unified Contrastive Learning in Image-Text-Label Space CVPR 2022 Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022 Unknown-Aware Object Detection: Learning What You Don't Know From Videos in the Wild CVPR 2022 Unseen Classes at a Later Time? No Problem CVPR 2022 Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ACL 2022 UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022 Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022 Visual Information Guided Zero-Shot Paraphrase Generation COLING 2022 Visual Prompting via Image Inpainting NeurIPS 2022 VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation NeurIPS 2022