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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024
Stanceosaurus 2.0 - Classifying Stance Towards Russian and Spanish Misinformation EACL 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation CVPR 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024
rematchka at ArabicNLU2024: Evaluating Large Language Models for Arabic Word Sense and Location Sense Disambiguation ACL 2024
Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media COLING 2024
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction NIPS 2024
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
Open-Vocabulary Federated Learning with Multimodal Prototyping NAACL 2024
Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation CVPR 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
Prompting Implicit Discourse Relation Annotation EACL 2024
Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024
Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024