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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

CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion AAAI 2025
UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging ACL 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025
BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes ICCV 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
Extract Free Dense Misalignment from CLIP AAAI 2025
Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
Zero-Shot Scene Change Detection AAAI 2025
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SEMEVAL 2025
Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting AAAI 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV 2025
A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025
Evaluating LLMs with Multiple Problems at once ACL 2025
YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection ACL 2025
Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval AAAI 2025