Zero-Shot Learning

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks EACL 2024 Toward Open-Set Human Object Interaction Detection AAAI 2024 Toward Zero-Shot Instruction Following EACL 2024 TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NeurIPS 2024 Training-Free Object Counting With Prompts WACV 2024 Transfer Learning of Argument Mining in Student Essays NAACL 2024 Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models EACL 2024 TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024 Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift ICLR 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024 UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024 UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024 Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024 ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024 Vision-by-Language for Training-Free Compositional Image Retrieval ICLR 2024 Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning ICLR 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024 Yes-MT’s Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024 EMNLP 2024 ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection WACV 2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 Zero-shot Cross-lingual Automated Essay Scoring COLING 2024