Visual Document Information Extraction (IE) Task
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A Visual Document Information Extraction (IE) Task is an IE from documents task for visual documents.
- Example(s):
- See: CUTIE Algorithm.
References
2019
- (Zhao, Niu et al., 2019) ⇒ Xiaohui Zhao, Endi Niu, Zhuo Wu, and Xiaoguang Wang. (2019). “Cutie: Learning to Understand Documents with Convolutional Universal Text Information Extractor.” In: arXiv preprint arXiv:1903.12363.
- QUOTE: ... Extracting key information from documents, such as receipts or invoices, and preserving the interested texts to structured data is crucial in the document-intensive streamline processes of office automation in areas that includes but not limited to accounting, financial, and taxation areas. ...
... In this paper, we propose to harness the effective information from both semantic meaning and spatial distribution of texts in documents. ...
- QUOTE: ... Extracting key information from documents, such as receipts or invoices, and preserving the interested texts to structured data is crucial in the document-intensive streamline processes of office automation in areas that includes but not limited to accounting, financial, and taxation areas. ...