77 citations · 205 across the 9 of their papers we have counts for
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cs.CL2022★ 2 cited
Understanding Long Documents with Different Position-Aware Attentions
Hai Pham, Guoxin Wang, Yijuan Lu +2
Despite several successes in document understanding, the practical task for long document understanding is largely under-explored due to several challenges in computation and how t…
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.CL2020★ 59 cited
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv +9
Pre-training of text and layout has proved effective in a variety of visually-rich document understanding tasks due to its effective model architecture and the advantage of large-s…