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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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Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples


Oct 27, 2020
Łukasz Borchmann, Dawid Jurkiewicz, Filip Graliński, Tomasz Górecki


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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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ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them


May 16, 2020
Dawid Jurkiewicz, Łukasz Borchmann, Izabela Kosmala, Filip Graliński


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Searching for Legal Clauses by Analogy. Few-shot Semantic Retrieval Shared Task


Nov 10, 2019
Łukasz Borchmann, Dawid Wiśniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Łukasz Szałkiewicz, Gabriela Pałka, Karol Kaczmarek, Agnieszka Kaliska, Filip Graliński


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