Changmeng Zheng
Hong Kong Polytechnic University(HK)
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → A Boundary-aware Neural Model for Nested Named Entity Recognition(2019)150 cited
- → Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts(2020)123 cited
- → Multimodal Relation Extraction with Efficient Graph Alignment(2021)117 cited
- → Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning(2020)97 cited
- → Aligned Dual Channel Graph Convolutional Network for Visual Question Answering(2020)79 cited
- → MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts(2021)75 cited
- → Using deep‐learning techniques for pulmonary‐thoracic segmentations and improvement of pneumonia diagnosis in pediatric chest radiographs(2019)38 cited
- → Unsupervised cross-domain named entity recognition using entity-aware adversarial training(2020)31 cited
- → Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction(2023)28 cited
- → Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View(2023)24 cited