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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025
Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025
Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025
ZeroStereo: Zero-shot Stereo Matching from Single Images ICCV 2025
Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels AACL 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
ZIM: Zero-Shot Image Matting for Anything ICCV 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
Conditional Latent Diffusion Models for Zero-Shot Instance Segmentation ICCV 2025
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025
ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai IJCNLP 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025