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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models NAACL 2024
Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024
Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024
Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024
Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation COLING 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation AAAI 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024
Navigating Open Set Scenarios for Skeleton-Based Action Recognition AAAI 2024
MFOS: Model-Free & One-Shot Object Pose Estimation AAAI 2024
QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024
Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge AAAI 2024
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NIPS 2024
Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models COLING 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies COLING 2024
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024
Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024
Adjudicating LLMs as PropBank Adjudicators COLING 2024
AMD: Autoregressive Motion Diffusion AAAI 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
PropBank-Powered Data Creation: Utilizing Sense-Role Labelling to Generate Disaster Scenario Data COLING 2024
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024
Towards interfacing large language models with ASR systems using confidence measures and prompting INTERSPEECH 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024