conftrace_

zero-shot classification

230 papers

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Also known as

ZS ZSC

Co-occurring keywords

vision-language model (2348) zero-shot learning (3650) contrastive learning (4032) multimodal learning (4645) text classification (6793) transfer learning (5449) representation learning (6206) large language model (13587) image classification (1944) vision language model (767)

Papers

On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection NAACL 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025
CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching ACL 2025
UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble ACL 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025
MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context AAAI 2025
Data Descriptions from Large Language Models with Influence Estimation EMNLP 2025
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
Detecting deepfakes and false ads through analysis of text and social engineering techniques COLING 2025
Cross-Modal 3D Representation with Multi-View Images and Point Clouds CVPR 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025
Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training ICCV 2025