MULTI-MODAL

作品数：173被引量：350H指数：9
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相关机构：广东柯内特环境科技有限公司暨南大学沈阳化工大学浙江师范大学更多>>
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MMAF:Masked Multi-modal Attention Fusion to Reduce Bias of Visual Features for Named Entity Recognition
《Data Intelligence》2024年第4期1114-1133,共20页Jinhui Pang Xinyun Yang Xiaoyao Qiu Zixuan Wang Taisheng Huang 
supported by the Beijing Natural Science Foundation under Grant No.L247008
Multi-modal Named Entity Recognition(MNER),which is vision-language task,utilizes images as auxiliary to detect and classify named entities from input sentence.Recent studies find visual information is helpful for Nam...
关键词：Multi-modal named entity recognition Multi-head attention Reduce bias of visual features Image caption Attention mask 
Auto Insurance Fraud Detection with Multimodal Learning
《Data Intelligence》2023年第2期388-412,共25页Jiaxi Yang Kui Chen Kai Ding Chongning Na Meng Wang 
supported by"Research on intelligent Computing technology in Financial Risk Control and Anti-fraud",funding code 2020NFACO1,Zhejiang Lab,leaded by Dr.Chongning Na.
In recent years,feature engineering-based machine learning models have made significant progress in auto insurance fraud detection.However,most models or systems focused only on structural data and did not utilize mul...
关键词：Auto Insurance Multi-modal Learning Fraud detection Ensemble learning 
Faster Zero-shot Multi-modal Entity Linking via Visual-Linguistic Representation被引量：1
《Data Intelligence》2022年第3期493-508,共16页Qiushuo Zheng Hao Wen Meng Wang Guilin Qi Chaoyu Bai 
Multi-modal entity linking plays a crucial role in a wide range of knowledge-based modal-fusion tasks, i.e., multi-modal retrieval and multi-modal event extraction. We introduce the new ZEro-shot Multi-modal Entity Li...
关键词：Knowledge Graph Multi-modal Learning Poly Encoders 
Visual Entity Linking via Multi-modal Learning被引量：4
《Data Intelligence》2022年第1期1-19,共19页Qiushuo Zheng Hao Wen Meng Wang Guilin Qi 
Existing visual scene understanding methods mainly focus on identifying coarse-grained concepts about the visual objects and their relationships,largely neglecting fine-grained scene understanding.In fact,many data-dr...
关键词：Knowledge graph Multi-modal learning Entity linking Learning to rank Knowledge graph representation 
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