2 papers
cs.CL2021
GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding
Zilong Wang, Mingjie Zhan, Houxing Ren +4
Forms are a common type of document in real life and carry rich information through textual contents and the organizational structure. To realize automatic processing of forms, wor…
cs.CV2020
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding
Zilong Wang, Mingjie Zhan, Xuebo Liu +1
Form understanding depends on both textual contents and organizational structure. Although modern OCR performs well, it is still challenging to realize general form understanding b…