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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Generalizable Object Keypoint Localization from Generative Priors CVPR 2025
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation CVPR 2025
Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding CVPR 2025
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner CVPR 2025
Analysing Zero-Shot Readability-Controlled Sentence Simplification COLING 2025
Navigating the Unseen: Zero-shot Scene Graph Generation via Capsule-Based Equivariant Features CVPR 2025
Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025
Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning CVPR 2025
Evaluating Pixel Language Models on Non-Standardized Languages COLING 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025
Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
EZSR: Event-based Zero-Shot Recognition CVPR 2025
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025
Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025
CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs EMNLP 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
Probing the Limits of Multilingual Language Understanding: Low-Resource Language Proverbs as LLM Benchmark for AI Wisdom EMNLP 2025
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025
An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025
Planning with Multi-Constraints via Collaborative Language Agents COLING 2025
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025