# Xu 2020: LayoutLM: Pre-training of Text and Layout for Document Image Understanding

> Yiheng Xu, Minghao Li, Lei Cui et al., 2020. 1 records on Mysteries Department cite it. The emerging-methods survey considers it for layout analysis but…

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# LayoutLM: Pre-training of Text and Layout for Document Image Understanding

Yiheng Xu, Minghao Li, Lei Cui et al., 2020. _Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining_.

Introduces LayoutLM, a pretrained model that combines the text of scanned documents with its position on the page, aimed at tasks such as extracting information from forms and receipts.

**Voynich Manuscript** Articledoi: **[10.1145/3394486.3403172](https://doi.org/10.1145/3394486.3403172)** Checked against the original0

## What it's used for here

The emerging-methods survey considers it for layout analysis but notes that it assumes a readable text channel.

## Cited by on this site 1 record

[1 methods surveys]

Mathematics

SRC

## Cite it

```
Xu, Y., Li, M., Cui, L., Huang, S., Wei, F., & Zhou, M. (2020). LayoutLM: Pre-training of Text and Layout for Document Image Understanding. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. https://doi.org/10.1145/3394486.3403172
```

[Read it free at doi.org](https://doi.org/10.1145/3394486.3403172)

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**SRC** 0D8MTJCW166R

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