77 citations · 253 across the 11 of their papers we have counts for
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3 papers · 1 filter
cs.CV2021★ 1 cited
Improving Structured Text Recognition with Regular Expression Biasing
Baoguang Shi, Wenfeng Cheng, Yijuan Lu +2
We study the problem of recognizing structured text, i.e. text that follows certain formats, and propose to improve the recognition accuracy of structured text by specifying regula…
cs.CL2021★ 77 cited
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen +6
Text recognition is a long-standing research problem for document digitalization. Existing approaches are usually built based on CNN for image understanding and RNN for char-level…
cs.CL2021★ 50 cited
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui +5
Multimodal pre-training with text, layout, and image has achieved SOTA performance for visually-rich document understanding tasks recently, which demonstrates the great potential f…