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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026
Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models AAAI 2026
TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models AAAI 2026
Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion AAAI 2026
Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026
BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026
Vision-informed Semantic Text Alignment for Open-set Recognition in Remote Sensing WACV 2026
MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026
Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026
Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas EACL 2026
AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus EACL 2026
PolyFrame at MWE-2026 AdMIRe 2: When Words Are Not Enough: Multimodal Idiom Disambiguation EACL 2026
When Semantic Overlap Is Not Enough: Cross-Lingual Euphemism Transfer Between Turkish and English EACL 2026
Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification 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
COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting ACL 2025
Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025