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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation EMNLP 2025
Commonsense Reasoning in Arab Culture ACL 2025
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels EMNLP 2025
RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection ICCV 2025
OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025
Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation CVPR 2025
Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025
Test-Time Visual In-Context Tuning CVPR 2025
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild CVPR 2025
Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025
Enhancing Novel Object Detection via Cooperative Foundational Models WACV 2025