zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

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

ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025

You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025

DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025

Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition ICCV 2025

CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025

PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025

Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025

UN-DETR: Promoting Objectness Learning via Joint Supervision for Unknown Object Detection AAAI 2025

Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025

MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion ICCV 2025

UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025

FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 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

YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025

SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025

Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image AAAI 2025

Fair Training with Zero Inputs AAAI 2025

ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage WACV 2025

Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025

How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025

Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025

ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer CVPR 2025

EntitySAM: Segment Everything in Video CVPR 2025

From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025

LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025