Explicit Knowledge Integration for Knowledge-Aware Visual Question Answering about Named Entities

Author:

Adjali Omar1ORCID,Grimal Paul1ORCID,Ferret Olivier1ORCID,Ghannay Sahar2ORCID,Le Borgne Hervé1ORCID

Affiliation:

1. CEA LIST, France

2. CNRS, LISN, Université Paris-Saclay, France

Funder

ANR

Publisher

ACM

Reference60 articles.

1. Omar Adjali , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , and Brigitte Grau . 2020 . Building a Multimodal Entity Linking Dataset From Tweets . In International Conference on Language Resources and Evaluation (LREC). European Language Resources Association , Marseille, France. Omar Adjali, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, and Brigitte Grau. 2020. Building a Multimodal Entity Linking Dataset From Tweets. In International Conference on Language Resources and Evaluation (LREC). European Language Resources Association, Marseille, France.

2. Multimodal Entity Linking for Tweets

3. Stanislaw Antol , Aishwarya Agrawal , Jiasen Lu , Margaret Mitchell , Dhruv Batra , C.  Lawrence Zitnick , and Devi Parikh . 2015 . VQA: Visual Question Answering. In IEEE International Conference on Computer Vision, ICCV December 7-13 . IEEE Computer Society, Santiago, Chile, 2425–2433. Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, and Devi Parikh. 2015. VQA: Visual Question Answering. In IEEE International Conference on Computer Vision, ICCV December 7-13. IEEE Computer Society, Santiago, Chile, 2425–2433.

4. Prajjwal Bhargava and Vincent Ng. 2022. Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey. arXiv preprint arXiv:2201.12438 abs/2201.12438 ( 2022 ). Prajjwal Bhargava and Vincent Ng. 2022. Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey. arXiv preprint arXiv:2201.12438 abs/2201.12438 (2022).

5. Jiankang Deng , Jia Guo , Niannan Xue , and Stefanos Zafeiriou . 2019 . ArcFace: Additive Angular Margin Loss for Deep Face Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR June 16-20 . Computer Vision Foundation / IEEE, Long Beach, CA, USA, 4690–4699. https://doi.org/10.1109/CVPR. 2019.00482 10.1109/CVPR.2019.00482 Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou. 2019. ArcFace: Additive Angular Margin Loss for Deep Face Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR June 16-20. Computer Vision Foundation / IEEE, Long Beach, CA, USA, 4690–4699. https://doi.org/10.1109/CVPR.2019.00482

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