ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images

16 April 2024

Quan Van Nguyen

Dan Quang Tran

Huy Quang Pham

Thang Kien-Bao Nguyen

Papers citing "ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images"

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Title
Cultural Evaluations of Vision-Language Models Have a Lot to Learn from Cultural Theory Srishti Yadav Lauren Tilton Maria Antoniak T. Arnold Jiaang Li ... Zhaochong An Negar Rostamzadeh Daniel Hershcovich Serge J. Belongie Ekaterina Shutova VLM CoGe 26 0 0 28 May 2025
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset Fakhraddin Alwajih Samar Magdy Abdellah El Mekki Omer Nacar Youssef Nafea ... Mohamedou cheikh tourad Ismail Berrada Mustafa Jarrar Shady Shehata Muhammad Abdul-Mageed VLM 26 0 0 28 May 2025
ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering Nghia Hieu Nguyen Tho Thanh Quan Ngan Luu-Thuy Nguyen 53 0 0 18 Oct 2024
Reference-Based Post-OCR Processing with LLM for Precise Diacritic Text in Historical Document Recognition T. Do Dinh Phu Tran An Vo Daeyoung Kim 64 0 0 17 Oct 2024
Vintern-1B: An Efficient Multimodal Large Language Model for Vietnamese Khang T. Doan Bao G. Huynh D. T. Hoang Thuc D. Pham Nhat H. Pham Quan T.M. Nguyen Bang Q. Vo Suong N. Hoang MLLM 49 6 0 22 Aug 2024
ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images Huy Quang Pham Thang Kien-Bao Nguyen Quan Van Nguyen Dan Quang Tran Nghia Hieu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen 72 4 0 29 Apr 2024
ViCLEVR: A Visual Reasoning Dataset and Hybrid Multimodal Fusion Model for Visual Question Answering in Vietnamese Khiem Vinh Tran Hao Phu Phan Kiet Van Nguyen Ngan Luu-Thuy Nguyen 45 6 0 27 Oct 2023
Separate and Locate: Rethink the Text in Text-based Visual Question Answering Chengyang Fang Jiangnan Li Liang Li Can Ma Dayong Hu 56 13 0 31 Aug 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Jinze Bai Shuai Bai Shusheng Yang Shijie Wang Sinan Tan Peng Wang Junyang Lin Chang Zhou Jingren Zhou MLLM VLM ObjD 109 896 0 24 Aug 2023
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs Gregor Geigle Abhay Jain Radu Timofte Goran Glavaš VLM MLLM 57 30 0 13 Jul 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 424 4,539 0 30 Jan 2023
ViHOS: Hate Speech Spans Detection for Vietnamese Phu Gia Hoang Canh Duc Luu K. Tran Kiet Van Nguyen Ngan Luu-Thuy Nguyen 49 22 0 24 Jan 2023
PreSTU: Pre-Training for Scene-Text Understanding Jihyung Kil Soravit Changpinyo Xi Chen Hexiang Hu Sebastian Goodman Wei-Lun Chao Radu Soricut VLM 161 29 0 12 Sep 2022
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding Bingning Wang Feiya Lv Ting Yao Yiming Yuan Jin Ma Yu Luo Haijin Liang 41 3 0 05 Aug 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 129 549 0 27 May 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections Chenliang Li Haiyang Xu Junfeng Tian Wei Wang Ming Yan ... Ji Zhang Songfang Huang Feiran Huang Jingren Zhou Luo Si VLM MLLM 81 220 0 24 May 2022
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation Long Phan H. Tran Hieu Duy Nguyen Trieu H. Trinh ViT 75 68 0 13 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 371 3,535 0 29 Apr 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 148 1,624 0 23 Mar 2022
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Mingxin Huang Yuliang Liu Zhenghao Peng Chongyu Liu Dahua Lin Shenggao Zhu N. Yuan Kai Ding Lianwen Jin ViT 39 102 0 19 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 524 4,343 0 28 Jan 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 85 101 0 23 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 490 2,396 0 02 Sep 2021
InfographicVQA Minesh Mathew Viraj Bagal Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny C. V. Jawahar 86 229 0 26 Apr 2021
VisualMRC: Machine Reading Comprehension on Document Images Ryota Tanaka Kyosuke Nishida Sen Yoshida 82 145 0 27 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 632 41,003 0 22 Oct 2020
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 134 715 0 01 Jul 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 103 1,938 0 13 Apr 2020
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 69 197 0 14 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 419 20,127 0 23 Oct 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 153 1,663 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 237 2,479 0 20 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 200 902 0 16 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 224 3,678 0 06 Aug 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 143 1,409 0 04 Jun 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino Mohammad Rastegari Ali Farhadi Roozbeh Mottaghi 82 1,072 0 31 May 2019
Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Ernest Valveny C. V. Jawahar Dimosthenis Karatzas 90 356 0 31 May 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 82 1,216 0 18 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 90 847 0 22 Feb 2018
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit Thanh Tien Vu Dat Quoc Nguyen Dai Quoc Nguyen Mark Dras Mark Johnson 63 148 0 04 Jan 2018
A Fast and Accurate Vietnamese Word Segmenter Dat Quoc Nguyen Dai Quoc Nguyen Thanh Tien Vu Mark Dras Mark Johnson 35 65 0 19 Sep 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,215 0 25 Jul 2017
Automatic Generation of Grounded Visual Questions Shijie Zhang Zhuang Li Shaodi You Zhenglu Yang Jiawan Zhang OOD 51 79 0 20 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 333 3,238 0 02 Dec 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 274 8,127 0 16 Jun 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 293 1,465 0 06 Jun 2016
Multimodal Residual Learning for Visual QA Jin-Hwa Kim Sang-Woo Lee Donghyun Kwak Min-Oh Heo Jeonghee Kim Jung-Woo Ha Byoung-Tak Zhang 51 300 0 05 Jun 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 215 5,743 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015