Zero-shot Text Classification via Reinforced Self-training

Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, +6

Few-shot LearningEngineeringMachine LearningZhiquan YeJournalism +17

OntoZSL: Ontology-enhanced Zero-shot Learning

Yuxia Geng, Jiaoyan Chen, Zhuo Chen, +5

Artificial IntelligenceFew-shot LearningOntology-based Knowledge RepresentationEngineeringMachine Learning +12

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning

Zhuo Chen, Yu‐Feng Huang, Jiaoyan Chen, +5

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingFew-shot LearningCross-modal Semantic GroundingMultimodal LlmImage Analysis +13

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, +5

Proceedings of the IEEE

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningLabeled Samples +14

Knowledge-aware Zero-Shot Learning: Survey and Perspective

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, +3

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningData Science +12

Price evaluation model in second-hand car system based on BP neural network theory

Ning Sun, Hongxi Bai, Yuxia Geng, +1

Price Evaluation ModelEngineeringMachine LearningPrediction PriceOnline P2p Trade +6

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid

Zhuo Chen, Jiaoyan Chen, Wen Zhang, +8

Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingMultimodal Llm +15

Relational Message Passing for Fully Inductive Knowledge Graph Completion

Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, +4

Contextual semantic embeddings for ontology subsumption prediction

Jiaoyan Chen, Yuan He, Yuxia Geng, +3

World Wide Web

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Zhuo Chen, Yichi Zhang, Yin Fang, +12

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningSemantic Web CommunityMultilingual Pretraining +19