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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

EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Fields of The World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation AAAI 2025
Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ICCV 2025
Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models NAACL 2025
Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025
bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models ACL 2025
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR 2025
Solving Instance Detection from an Open-World Perspective CVPR 2025
Navigating Towards Fairness with Data Selection AAAI 2025
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025
Extract Free Dense Misalignment from CLIP AAAI 2025
Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding? COLING 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025
PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025
Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification AAAI 2025
StableVC: Style Controllable Zero-Shot Voice Conversion with Conditional Flow Matching AAAI 2025
Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025
Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025
Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025