|
gptkbp:instanceOf
|
gptkb:model
|
|
gptkbp:architecture
|
gptkb:transformation
|
|
gptkbp:availableOn
|
gptkb:Hugging_Face_Model_Hub
|
|
gptkbp:citation
|
high
|
|
gptkbp:designedFor
|
document understanding
|
|
gptkbp:developedBy
|
gptkb:Microsoft_Research
|
|
gptkbp:firstPublished
|
2019
|
|
gptkbp:github
|
https://github.com/microsoft/unilm
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
LayoutLM
|
|
gptkbp:input
|
gptkb:text
layout information
image embeddings
|
|
gptkbp:language
|
English
|
|
gptkbp:notableContributor
|
gptkb:Yue_Zhang
gptkb:Furu_Wei
gptkb:Ming_Zhou
gptkb:Min_Zhang
Daxin Jiang
Linjun Shou
Guodong Long
Lei Cui
Minghao Li
Shaohan Huang
Yiheng Xu
|
|
gptkbp:notablePublication
|
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
https://arxiv.org/abs/1912.13318
|
|
gptkbp:openSource
|
true
|
|
gptkbp:relatedModel
|
gptkb:meat
gptkb:TILT
DocFormer
TrOCR
|
|
gptkbp:successor
|
LayoutLMv2
LayoutLMv3
|
|
gptkbp:trainer
|
large-scale document datasets
|
|
gptkbp:usedFor
|
information extraction
document classification
form understanding
receipt understanding
|
|
gptkbp:bfsParent
|
gptkb:Hugging_Face_models
|
|
gptkbp:bfsLayer
|
7
|