Michal Pietruszka

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Designing Effective

Document Understanding

Automatic Summarization

Monotonicity Property

Top Venues

Publications

Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Nowakowska, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
STable: Table Generation Framework for Encoder-Decoder Models. EACL (1) (2024)
Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Dawid Jurkiewicz, Rafal Powalski, Pawel Józiak, Sanket Biswas, Mickaël Coustaty, Tomasz Stanislawek
ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE). ICDAR (2) (2023)
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
Document Understanding Dataset and Evaluation (DUDE). ICCV (2023)
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
Document Understanding Dataset and Evaluation (DUDE). CoRR (2023)
Michal Pietruszka, Lukasz Borchmann, Lukasz Garncarek
Sparsifying Transformer Models with Trainable Representation Pooling. ACL (1) (2022)
Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Palka, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
STable: Table Generation Framework for Encoder-Decoder Models. CoRR (2022)
Lukasz Borchmann, Michal Pietruszka, Tomasz Stanislawek, Dawid Jurkiewicz, Michal Turski, Karolina Szyndler, Filip Gralinski
DUE: End-to-End Document Understanding Benchmark. NeurIPS Datasets and Benchmarks (2021)
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
Successive Halving Top-k Operator. AAAI (2021)
Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer. ICDAR (2) (2021)
Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer. CoRR (2021)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Filip Gralinski, Jakub Chledowski
On the Multi-Property Extraction and Beyond. CoRR (2020)
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
Sparsifying Transformer Models with Differentiable Representation Pooling. CoRR (2020)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
From Dataset Recycling to Multi-Property Extraction and Beyond. CoRR (2020)
Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
Successive Halving Top-k Operator. CoRR (2020)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
From Dataset Recycling to Multi-Property Extraction and Beyond. CoNLL (2020)