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Changmeng Zheng
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A boundary-aware neural model for nested named entity recognition
C Zheng, Y Cai, J Xu, HF Leung, G Xu
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
1402019
Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts
Z Wu, C Zheng, Y Cai, J Chen, H Leung, Q Li
Proceedings of the 28th ACM International Conference on Multimedia, 1038-1046, 2020
812020
Aligned dual channel graph convolutional network for visual question answering
Q Huang, J Wei, Y Cai, C Zheng, J Chen, H Leung, Q Li
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
792020
Multimodal relation extraction with efficient graph alignment
C Zheng, J Feng, Z Fu, Y Cai, Q Li, T Wang
Proceedings of the 29th ACM international conference on multimedia, 5298-5306, 2021
712021
Object-aware multimodal named entity recognition in social media posts with adversarial learning
C Zheng, Z Wu, T Wang, C Yi, Q Li
IEEE Transactions on Multimedia, 2520-2532, 2020
542020
MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts
C Zheng, Z Wu, J Feng, Z Fu, Y Cai
2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021
532021
Using deep-learning techniques for pulmonary-thoracic segmentations and improvement of pneumonia diagnosis in pediatric chest radiographs.
B Zhao, Y Guo, C Zheng, M Zhang, J Lin, Y Luo, Y Cai, X Song, H Liang
Pediatric pulmonology 54 (10), 1617-1626, 2019
282019
Unsupervised cross-domain named entity recognition using entity-aware adversarial training
Q Peng, C Zheng, Y Cai, T Wang, H Xie, Q Li
Neural Networks 138, 68-77, 2021
252021
Controllable Abstractive Sentence Summarization with Guiding Entities
C Zheng, Y Cai, G Zhang, Q Li
Proceedings of the 28th International Conference on Computational …, 2020
102020
Image-based Deep Learning in Diagnosing the Etiology of Pneumonia on Pediatric Chest X-rays.
E Longjiang, B Zhao, H Liu, C Zheng, X Song, Y Cai, H Liang
Pediatric Pulmonology, 1036-1044, 2020
7*2020
Heterogenous multi-source fusion for ship trajectory complement and prediction with sequence modeling
C Zheng, Q Peng, X Xu
2020 IEEE Fifth International Conference on Data Science in Cyberspace (DSC …, 2020
62020
DRAKE: Deep pair-wise relation alignment for knowledge-enhanced multimodal scene graph generation in social media posts
Z Fu, C Zheng, J Feng, Y Cai, XY Wei, Y Wang, Q Li
IEEE Transactions on Circuits and Systems for Video Technology, 2022
52022
Incorporating Concept Information into Term Weighting Schemes for Topic Models
H Zhang, Y Cai, B Zhu, C Zheng, K Yang, RCW Wong, Q Li
International Conference on Database Systems for Advanced Applications, 227-244, 2020
52020
Towards Bridged Vision and Language: Learning Cross-modal Knowledge Representation for Relation Extraction
J Feng, G Wang, C Zheng*, Y Cai, Z Fu, Y Wang, XY Wei, Q Li
IEEE Transactions on Circuits and Systems for Video Technology, 2023
32023
Improving named entity recognition via bridge-based domain adaptation
J Xu, C Zheng, Y Cai, TS Chua
Findings of the Association for Computational Linguistics: ACL 2023, 3869-3882, 2023
22023
Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View
C Zheng, J Feng, Y Cai, X Wei, Q Li
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
22023
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract)
Q Peng, C Zheng, Y Cai, T Wang, H Xie, Q Li
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15865 …, 2021
22021
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract)
Z Fu, J Feng, C Zheng, Y Cai
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12947 …, 2022
12022
Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering
Z Fu, C Zheng, Y Cai, Q Li, T Wang
Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint …, 2021
12021
A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning
C Zheng, D Liang, W Zhang, XY Wei, TS Chua, Q Li
arXiv preprint arXiv:2403.14972, 2024
2024
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