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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation EMNLP 2025
Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
daalft at SemEval-2025 Task 1: Multi-step Zero-shot Multimodal Idiomaticity Ranking ACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
Unified Framework for Open-World Compositional Zero-Shot Learning WACV 2025
Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025
Unknown Text Learning for CLIP-based Few-Shot Open-set Recognition ICCV 2025
I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025
COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting ACL 2025
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025
Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification ACL 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims EMNLP 2025
A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models ACL 2025
Zero-Shot Detection of Out-of-Context Objects using Foundation Models WACV 2025
PACA: Prespective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement WACV 2025
Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval IJCAI 2025
DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation IJCAI 2025
LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025
GVDepth: Zero-Shot Monocular Depth Estimation for Ground Vehicles based on Probabilistic Cue Fusion ICCV 2025
Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025