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20212023
most citedFormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction

1 citations · 2 across the 5 of their papers we have counts for

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cs.CL2022

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction

Chen-Yu Lee, Chun-Liang Li, Timothy Dozat +7

Sequence modeling has demonstrated state-of-the-art performance on natural language and document understanding tasks. However, it is challenging to correctly serialize tokens in fo…

cs.CV2022

Unified Line and Paragraph Detection by Graph Convolutional Networks

Shuang Liu, Renshen Wang, Michalis Raptis +1

We formulate the task of detecting lines and paragraphs in a document into a unified two-level clustering problem. Given a set of text detection boxes that roughly correspond to wo…