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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025
ZeroStereo: Zero-shot Stereo Matching from Single Images ICCV 2025
When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025
DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation 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
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output ACL 2025
Evaluation of Large Language Models on Arabic Punctuation Prediction COLING 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025
Can Large language model analyze financial statements well? COLING 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025
LLM Dependency Parsing with In-Context Rules ACL 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025