Tomasz Dwojak

Researcher, Snowflake Inc.

Joined

July 2019

Names

Tomasz Dwojak

Emails

****@tdwojak.com (Confirmed)

****@amu.edu.pl (Confirmed)

****@applica.ai (Confirmed)

****@snowflake.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Snowflake Inc. (snowflake.com)

2022 – Present

Researcher

Applica AI (applica.ai)

2018 – 2022

PhD student

Adam Mickiewicz University of Poznan (amu.edu.pl)

2014 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Marcin Junczys-Dowmunt

2015 – 2021

Expertise

Document Understanding

Visual Document Understanding

Document Intelligence

2018 – Present

Machine Translation

NMT

SMT

Neural Machine Translation

2014 – Present

Publications

STable Permutation-based Framework for Table Generation in Sequence-to-Sequence Models
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
- 1st SPIGM @ ICML Poster
- Readers: Everyone
STable: Table Generation Framework for Encoder-Decoder Models
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
- Published: 21 Oct 2022, Last Modified: 16 May 2023
- TRL @ NeurIPS 2022 Oral
- Readers: Everyone
STable Table Generation Framework for Encoder-Decoder Models
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
- 13 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
- 2021 (modified: 07 Jan 2022)
- ICDAR (2) 2021
- Readers: Everyone
From Dataset Recycling to Multi-Property Extraction and Beyond
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
- 2020 (modified: 07 Jan 2022)
- CoNLL 2020
- Readers: Everyone
Marian: Fast Neural Machine Translation in C++
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
- 2018 (modified: 16 Jul 2019)
- ACL (4) 2018
- Readers: Everyone
Fast Neural Machine Translation Implementation
Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield
- 2018 (modified: 05 Nov 2021)
- NMT@ACL 2018
- Readers: Everyone
Marian: Fast Neural Machine Translation in C++
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
- 2018 (modified: 05 Nov 2021)
- CoRR 2018
- Readers: Everyone
Fast Neural Machine Translation Implementation
Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield
- 2018 (modified: 05 Nov 2021)
- CoRR 2018
- Readers: Everyone
The SUMMA Platform Prototype
Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer et al. (26 additional authors not shown)
- 2017 (modified: 03 Nov 2021)
- EACL (Software Demonstrations) 2017
- Readers: Everyone

View all 13 publications

Co-Authors

View all 71 co-authors