Scene-text Oriented Visual Entailment: Task, Dataset and Solution

Author:

Li Nan1ORCID,Li Pijian1ORCID,Xu Dongsheng1ORCID,Zhao Wenye1ORCID,Cai Yi2ORCID,Huang Qingbao3ORCID

Affiliation:

1. Guangxi University, Nanning, China

2. South China University of Technology, Guangzhou, China

3. Guangxi University & Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China

Funder

Guangxi Natural Science Foundation

Open Research Fund of Guangxi Key Laboratory of Multimedia Communications and Network Technology

Fundamental Research Funds for the Central Universities, SCUT

Guangxi Scientific and Technological Bases and Talents Special Projects

CAAI-Huawei MindSpore Open Fund and the Science and Technology Planning Project of Guangdong Province

CCF-Zhipu AI Large Model Fund

Guangxi Natural Science Foundation Key Project

Open Research Fund of Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education

National Natural Science Foundation of China

Publisher

ACM

Reference41 articles.

1. Word Spotting and Recognition with Embedded Attributes

2. VQA: Visual Question Answering

3. Lei Jimmy Ba , Jamie Ryan Kiros, and Geoffrey E. Hinton . 2016 . Layer Normalization. CoRR , Vol. abs/ 1607 .06450 (2016). showeprint[arXiv]1607.06450 http://arxiv.org/abs/1607.06450 Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR, Vol. abs/1607.06450 (2016). showeprint[arXiv]1607.06450 http://arxiv.org/abs/1607.06450

4. MUTAN: Multimodal Tucker Fusion for Visual Question Answering

5. Luisa Bentivogli , Peter Clark , Ido Dagan , and Danilo Giampiccolo . 2010 . The Sixth PASCAL Recognizing Textual Entailment Challenge . In Proceedings of the Third Text Analysis Conference, TAC 2010 , Gaithersburg, Maryland, USA , November 15-16, 2010. NIST. https://tac.nist.gov/publications/2010/additional.papers/RTE6_overview.proceedings.pdf Luisa Bentivogli, Peter Clark, Ido Dagan, and Danilo Giampiccolo. 2010. The Sixth PASCAL Recognizing Textual Entailment Challenge. In Proceedings of the Third Text Analysis Conference, TAC 2010, Gaithersburg, Maryland, USA, November 15-16, 2010. NIST. https://tac.nist.gov/publications/2010/additional.papers/RTE6_overview.proceedings.pdf

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