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Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer


Mar 02, 2021
Rafał Powalski, Łukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michał Pietruszka, Gabriela Pałka

* Improved results on RVL-CDIP, integrated abstract and main text, clarifications 

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From Dataset Recycling to Multi-Property Extraction and Beyond


Nov 06, 2020
Tomasz Dwojak, Michał Pietruszka, Łukasz Borchmann, Jakub Chłędowski, Filip Graliński

* Accepted at CoNLL 2020; this article supersedes arXiv: 2006.08281 

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Successive Halving Top-k Operator


Oct 08, 2020
Michał Pietruszka, Łukasz Borchmann, Filip Graliński

* Work in progress 

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Sparsifying Transformer Models with Differentiable Representation Pooling


Sep 10, 2020
Michał Pietruszka, Łukasz Borchmann, Filip Graliński


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On the Multi-Property Extraction and Beyond


Jun 15, 2020
Tomasz Dwojak, Michał Pietruszka, Łukasz Borchmann, Filip Graliński, Jakub Chłędowski

* 5 pages 

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