Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Author:

Chen Xiang1,Zhang Ningyu1,Li Lei1,Deng Shumin1,Tan Chuanqi2,Xu Changliang3,Huang Fei2,Si Luo2,Chen Huajun1

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Alibaba Group, Hangzhou, China

3. State Key Laboratory of Media Convergence Production Technology and Systems, Beijing, China

Funder

Zhejiang Provincial Natural Science Foundation of China

Ningbo Natural Science Foundation

National Key R&D Program of China

Yongjiang Talent Introduction Programme

NSFC

Publisher

ACM

Reference60 articles.

1. Omer Arshad , Ignazio Gallo , Shah Nawaz , and Alessandro Calefati . 2019. Aiding intra-text representations with visual context for multimodal named entity recognition. ArXiv preprint , Vol. abs/ 1904 .01356 ( 2019 ). https://arxiv.org/abs/1904.01356 Omer Arshad, Ignazio Gallo, Shah Nawaz, and Alessandro Calefati. 2019. Aiding intra-text representations with visual context for multimodal named entity recognition. ArXiv preprint, Vol. abs/1904.01356 (2019). https://arxiv.org/abs/1904.01356

2. Kurt Bollacker Georg Gottlob and Sergio Flesca. 2008. Freebase: a collaboratively created graph database for structuring human knowledge. In KDD. 1247--1250. Kurt Bollacker Georg Gottlob and Sergio Flesca. 2008. Freebase: a collaboratively created graph database for structuring human knowledge. In KDD. 1247--1250.

3. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013 . Translating embeddings for modeling multi-relational data . In Proceedings of the 26th International Conference on Neural Information Processing Systems. 2787--2795 . Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Proceedings of the 26th International Conference on Neural Information Processing Systems. 2787--2795.

4. Xinlei Chen , Hao Fang , Tsung-Yi Lin , Ramakrishna Vedantam , Saurabh Gupta , Piotr Dollár , and C. Lawrence Zitnick . 2015. Microsoft COCO Captions: Data Collection and Evaluation Server. CoRR , Vol. abs/ 1504 .00325 ( 2015 ). [arXiv]1504.00325 http://arxiv.org/abs/1504.00325 Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollár, and C. Lawrence Zitnick. 2015. Microsoft COCO Captions: Data Collection and Evaluation Server. CoRR, Vol. abs/1504.00325 (2015). [arXiv]1504.00325 http://arxiv.org/abs/1504.00325

5. Xiang Chen , Ningyu Zhang , Xin Xie , Shumin Deng , Yunzhi Yao , Chuanqi Tan , Fei Huang , Luo Si , and Huajun Chen . 2021. KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR , Vol. abs/ 2104 .07650 ( 2021 ). [arXiv]2104.07650 https://arxiv.org/abs/2104.07650 Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, and Huajun Chen. 2021. KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR, Vol. abs/2104.07650 (2021). [arXiv]2104.07650 https://arxiv.org/abs/2104.07650

Cited by 62 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3