DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding

Roberta: A robustly optimized bert pretraining approach

Original

Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907

Earlier work this paper cites.

M-bert: Injecting multimodal information in the bert structure

Original

Wasifur Rahman, Md Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, and Mohammed Ehsan Hoque. 2019 · 1908

Earlier work this paper cites.

A fast algorithm for bottom-up document layout analysis

Anikó Simon, J-C Pret, and A Peter Johnson. 1997 · 1997

Earlier work this paper cites.

Distributed representations of words and phrases and their compositionality

Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013

Earlier work this paper cites.

Very deep convolutional networks for large-scale image recognition

Original

Karen Simonyan and Andrew Zisserman. 2014 · 2014

Earlier work this paper cites.

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich. 2015 · 2015

Earlier work this paper cites.

A table detection method for pdf documents based on convolutional neural networks

Leipeng Hao, Liangcai Gao, Xiaohan Yi, and Zhi Tang. 2016 · 2016

Earlier work this paper cites.

Deep residual learning for image recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016

Earlier work this paper cites.

Star-net: A spatial attention residue network for scene text recognition

Wei Liu, Chaofeng Chen, Kwan-Yee K Wong, Zhizhong Su, and Junyu Han. 2016 · 2016

Cited alongside, same era.

An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition

Baoguang Shi, Xiang Bai, and Cong Yao. 2016 · 2016

Cited alongside, same era.

Detecting text in natural image with connectionist text proposal network

Zhi Tian, Weilin Huang, Tong He, Pan He, and Yu Qiao. 2016 · 2016

Cited alongside, same era.

Multi-scale multi-task fcn for semantic page segmentation and table detection

Dafang He, Scott Cohen, Brian Price, Daniel Kifer, and C Lee Giles. 2017 · 2017

Cited alongside, same era.

Textboxes: A fast text detector with a single deep neural network

Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, and Wenyu Liu. 2017 · 2017

Cited alongside, same era.

Gated recurrent convolution neural network for ocr

Jianfeng Wang and Xiaolin Hu. 2017 · 2017

Later among the works it cites.

Pixellink: Detecting scene text via instance segmentation

Dan Deng, Haifeng Liu, Xuelong Li, and Deng Cai. 2018 · 2018

Later among the works it cites.

Bert: Pre-training of deep bidirectional transformers for language understanding

Original

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018

Later among the works it cites.

Multimodal sentiment analysis using hierarchical fusion with context modeling

Navonil Majumder, Devamanyu Hazarika, Alexander Gelbukh, Erik Cambria, and Soujanya Poria. 2018 · 2018

Later among the works it cites.

Funsd: A dataset for form understanding in noisy scanned documents

Guillaume Jaume, Hazim Kemal Ekenel, and Jean-Philippe Thiran. 2019 · 2019

Later among the works it cites.