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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection AAAI 2024
Open-Set Facial Expression Recognition AAAI 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024
Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. ACL 2024
LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024
RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ACL 2024
MERA: A Comprehensive LLM Evaluation in Russian ACL 2024
Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models ACL 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024
VerbCLIP: Improving Verb Understanding in Vision-Language Models with Compositional Structures ACL 2024
Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024
Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024
Metadata Enhancement Using Large Language Models ACL 2024
Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ACL 2024
Transductive Zero-Shot and Few-Shot CLIP CVPR 2024
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
TROPE: TRaining-Free Object-Part Enhancement for Seamlessly Improving Fine-Grained Zero-Shot Image Captioning EMNLP 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models EMNLP 2024