Marek Polewczyk

Researcher, SAP SE

Joined

September 2024

Names

Marek Polewczyk (Preferred)

Emails

****@sap.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

SAP SE (sap.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Tabular foundation models

2024 – 2025

Document processing

2020 – 2024

Publications

ConTextTab: A Semantics-Aware Tabular In-Context Learner
Marco Spinaci, Marek Polewczyk, Maximilian Schambach, Sam Thelin
- FMSD @ ICML 2025
- Readers: Everyone
ConTextTab: A Semantics-Aware Tabular In-Context Learner
Marco Spinaci, Marek Polewczyk, Maximilian Schambach, Sam Thelin
- NeurIPS 2025 spotlight
- Readers: Everyone
PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization
Marco Spinaci, Marek Polewczyk, Johannes Hoffart, Markus C. Kohler, Sam Thelin, Tassilo Klein
- TRL @ NeurIPS 2024 Poster
- Readers: Everyone
ClusterTabNet: Supervised Clustering Method for Table Detection and Table Structure Recognition
Marek Polewczyk, Marco Spinaci
- ICDAR (5) 2024
- Readers: Everyone
PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization
Marco Spinaci, Marek Polewczyk, Johannes Hoffart, Markus C. Kohler, Sam Thelin, Tassilo Klein
- CoRR 2024
- Readers: Everyone

Co-Authors