LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection

Author:

Chen Zhuo1ORCID,Huang Yufeng2ORCID,Chen Jiaoyan3ORCID,Geng Yuxia1ORCID,Fang Yin1ORCID,Pan Jeff Z.4ORCID,Zhang Ningyu2ORCID,Zhang Wen2ORCID

Affiliation:

1. College of Computer Science and Technology, Zhejiang University, China

2. School of Software Technology, Zhejiang University, China

3. Department of Computer Science, University of Oxford, United Kingdom

4. School of Informatics, The University of Edinburgh, United Kingdom

Funder

Engineering and Physical Sciences Research Council

National Natural Science Foundation of China

Publisher

ACM

Reference68 articles.

1. Peter Anderson , Xiaodong He , Chris Buehler , Damien Teney , Mark Johnson , Stephen Gould , and Lei Zhang . 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering . In CVPR. Computer Vision Foundation / IEEE Computer Society , 6077–6086. Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, and Lei Zhang. 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. In CVPR. Computer Vision Foundation / IEEE Computer Society, 6077–6086.

2. VQA: Visual Question Answering

3. Sören Auer , Christian Bizer , Georgi Kobilarov , Jens Lehmann , Richard Cyganiak , and Zachary  G. Ives . 2007. DBpedia: A Nucleus for a Web of Open Data . In ISWC/ASWC(Lecture Notes in Computer Science, Vol. 4825) . Springer , 722–735. Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary G. Ives. 2007. DBpedia: A Nucleus for a Web of Open Data. In ISWC/ASWC(Lecture Notes in Computer Science, Vol. 4825). Springer, 722–735.

4. Sumithra Bhakthavatsalam Kyle Richardson Niket Tandon and Peter Clark. 2020. Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations. CoRR abs/2006.07510(2020). Sumithra Bhakthavatsalam Kyle Richardson Niket Tandon and Peter Clark. 2020. Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations. CoRR abs/2006.07510(2020).

5. Ning Bian , Xianpei Han , Bo Chen , and Le Sun . 2021. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation . In AAAI. AAAI Press , 12574–12582. Ning Bian, Xianpei Han, Bo Chen, and Le Sun. 2021. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation. In AAAI. AAAI Press, 12574–12582.

Cited by 10 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

1. Unifying Large Language Models and Knowledge Graphs: A Roadmap;IEEE Transactions on Knowledge and Data Engineering;2024-07

2. Representation and Fusion Based on Knowledge Graph in Multi-Modal Semantic Communication;IEEE Wireless Communications Letters;2024-05

3. An Active Task Cognition Method for Home Service Robot Using Multi-Graph Attention Fusion Mechanism;IEEE Transactions on Circuits and Systems for Video Technology;2024

4. A Reinforced Passage Interactive Retrieval Framework Incorporating Implicit Knowledge for KB-VQA;Lecture Notes in Computer Science;2024

5. Increasing Interpretability in Outside Knowledge Visual Question Answering;Communications in Computer and Information Science;2024

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