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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling CVPR 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025
Conditional Latent Diffusion Models for Zero-Shot Instance Segmentation ICCV 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
Generate, Transduct, Adapt: Iterative Transduction with VLMs ICCV 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
Edicho: Consistent Image Editing in the Wild ICCV 2025
When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025
An Application-Agnostic Automatic Target Recognition System Using Vision Language Models AAAI 2025
DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025
HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding ACL 2025
Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025