Michal Pietruszka

19 papers A* 2B 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists.
EACL (Findings)
Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki
2025 — conf
Arctic-TILT. Business Document Understanding at Sub-Billion Scale.
ACL (6)
Lukasz Borchmann, Michal Pietruszka, Wojciech Jaskowski, Dawid Jurkiewicz, Piotr Halama, Pawel Józiak, Lukasz Garncarek, Pawel Liskowski, Karolina Szyndler, Andrzej Gretkowski, Julita Oltusek, Gabriela Nowakowska, Artur Zawlocki, Lukasz Duhr, Pawel Dyda, Michal Turski
2024 J jnl
Arctic-TILT. Business Document Understanding at Sub-Billion Scale.
CoRR
Lukasz Borchmann, Michal Pietruszka, Wojciech Jaskowski, Dawid Jurkiewicz, Piotr Halama, Pawel Józiak, Lukasz Garncarek, Pawel Liskowski, Karolina Szyndler, Andrzej Gretkowski, Julita Oltusek, Gabriela Nowakowska, Artur Zawlocki, Lukasz Duhr, Pawel Dyda, Michal Turski
2024 J jnl
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists.
CoRR
Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki
2024 — conf
STable: Table Generation Framework for Encoder-Decoder Models.
EACL (1)
Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Nowakowska, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
2023 A* conf
Document Understanding Dataset and Evaluation (DUDE).
ICCV
Jordy Van Landeghem, Rafal Powalski, Rubèn Tito, Dawid Jurkiewicz, Matthew B. Blaschko, Lukasz Borchmann, Mickaël Coustaty, Sien Moens, Michal Pietruszka, Bertrand Anckaert, Tomasz Stanislawek, Pawel Józiak, Ernest Valveny
2023 J jnl
Document Understanding Dataset and Evaluation (DUDE).
CoRR
Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Pawel Józiak, Rafal Powalski, Dawid Jurkiewicz, Mickaël Coustaty, Bertrand Anckaert, Ernest Valveny, Matthew B. Blaschko, Sien Moens, Tomasz Stanislawek
2023 — conf
ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE).
ICDAR (2)
Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Dawid Jurkiewicz, Rafal Powalski, Pawel Józiak, Sanket Biswas, Mickaël Coustaty, Tomasz Stanislawek
2022 J jnl
STable: Table Generation Framework for Encoder-Decoder Models.
CoRR
Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Palka, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
2022 — conf
Sparsifying Transformer Models with Trainable Representation Pooling.
ACL (1)
Michal Pietruszka, Lukasz Borchmann, Lukasz Garncarek
2021 — conf
DUE: End-to-End Document Understanding Benchmark.
NeurIPS Datasets and Benchmarks
Lukasz Borchmann, Michal Pietruszka, Tomasz Stanislawek, Dawid Jurkiewicz, Michal Turski, Karolina Szyndler, Filip Gralinski
2021 — conf
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.
ICDAR (2)
Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
2021 J jnl
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.
CoRR
Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
2021 A* conf
Successive Halving Top-k Operator.
AAAI
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
2020 B conf
From Dataset Recycling to Multi-Property Extraction and Beyond.
CoNLL
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020 J jnl
From Dataset Recycling to Multi-Property Extraction and Beyond.
CoRR
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020 J jnl
On the Multi-Property Extraction and Beyond.
CoRR
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Filip Gralinski, Jakub Chledowski
2020 J jnl
Sparsifying Transformer Models with Differentiable Representation Pooling.
CoRR
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
2020 J jnl
Successive Halving Top-k Operator.
CoRR
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski