Zero-Shot Learning

LOVM: Language-Only Vision Model Selection NeurIPS 2023 Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer CVPR 2023 MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY ICLR 2023 MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023 MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023 Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023 Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023 NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023 OpenScene: 3D Scene Understanding With Open Vocabularies CVPR 2023 Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework CVPR 2023 Open-Vocabulary Attribute Detection CVPR 2023 Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer AAAI 2023 PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023 PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023 PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023 Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme EMNLP 2023 POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023 Precise Zero-Shot Dense Retrieval without Relevance Labels ACL 2023 Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023 ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition AAAI 2023 Prompt-Guided Zero-Shot Anomaly Action Recognition Using Pretrained Deep Skeleton Features CVPR 2023 Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization Interspeech 2023 Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023 QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023 Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023