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

Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025

Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025

MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos ICCV 2025

Find Any Part in 3D ICCV 2025

LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025

On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025

Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025

Multilingual Definition Modeling ACL 2025

A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025

Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025

Exploring Transliteration-Based Zero-Shot Transfer for Amharic ASR ACL 2025

Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025

REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025

ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation EMNLP 2025

Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025

LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025

Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025

PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages ACL 2025

STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025

Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025

CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025

Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025