← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models CVPR 2023
Deep Natural Language Feature Learning for Interpretable Prediction EMNLP 2023
ImageBind: One Embedding Space To Bind Them All CVPR 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023
Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization CVPR 2023
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation CVPR 2023
Entailment as Robust Self-Learner ACL 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation ACL 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023
VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System EMNLP 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023
Sentiment and Emotion Classification in Low-resource Settings ACL 2023
P5: Plug-and-Play Persona Prompting for Personalized Response Selection EMNLP 2023
Accented Speech Recognition With Accent-specific Codebooks EMNLP 2023
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens ACL 2023
Hard Sample Matters a Lot in Zero-Shot Quantization CVPR 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools EMNLP 2023
What Does a Platypus Look Like? Generating Customized Prompts for Zero-Shot Image Classification ICCV 2023
Zero-guidance Segmentation Using Zero Segment Labels ICCV 2023
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023
Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization CVPR 2023