NFDI4DS: Shared Tasks for Scholarly Document Processing

Raia Abu Ahmad; Rana Abdulla; Tilahun Abedissa Taffa; Sören Auer; Hamed Babaei Giglou; Ekaterina Borisova; Zongxiong Chen; Stefan Dietze; Jennifer D'Souza; Mayra Elwes; Genet Asefa Gesese; Shufan Jiang; Ekaterina Kutafina; Philipp Mayr; Georg Rehm; Sameer Sadruddin; Sonja Schimmler; Daniel Schneider; Kanishka Silva; Sharmila Upadhyaya; Ricardo Usbeck

doi:10.18420/inf2025_103

NFDI4DS: Shared Tasks for Scholarly Document Processing

Raia Abu Ahmad
, Rana Abdulla
, Tilahun Abedissa Taffa
, Sören Auer
, Hamed Babaei Giglou
, Ekaterina Borisova
, Zongxiong Chen
, Stefan Dietze
, Jennifer D'Souza
, Mayra Elwes
, Genet Asefa Gesese
, Shufan Jiang
, Ekaterina Kutafina
, Philipp Mayr
, Georg Rehm
, Sameer Sadruddin
, Sonja Schimmler
, Daniel Schneider
, Kanishka Silva
, Sharmila Upadhyaya

Ricardo Usbeck

Professorship of Information Systems, in particular Artificial Intelligence and Explainability

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Abstract

Shared tasks are powerful tools for advancing research through community-based
standardised evaluation. As such, they play a key role in promoting findable, accessible, interoperable, and reusable (FAIR), as well as transparent and reproducible research practices. This paper presents an updated overview of twelve shared tasks developed and hosted under the German National Research Data Infrastructure for Data Science and Artificial Intelligence (NFDI4DS) consortium, covering a diverse set of challenges in scholarly document processing. Hosted at leading venues, the tasks foster methodological innovations and contribute open-access datasets, models, and tools for the broader research community, which are integrated into the consortium’s research data infrastructure.

Original language	English
Title of host publication	INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science : 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025
Editors	Ulrike Lucke, Stefan Stieglitz, Falk Uebernickel, Anna-Lena Lamprecht, Maike Klein
Number of pages	11
Volume	P-366
Place of Publication	Bonn
Publisher	Gesellschaft für Informatik e.V.
Publication date	2025
Pages	1195-1205
DOIs	https://doi.org/10.18420/inf2025_103
Publication status	Published - 2025

Bibliographical note

Publisher Copyright:
© 2025 Gesellschaft fur Informatik (GI). All rights reserved.

Research areas and keywords

Informatics
NFDI4DS
NFDI
Shared Tasks

ASJC Scopus Subject Areas

Computer Science Applications

Access to Document

10.18420/inf2025_103Licence: CC BY-SA

Cite this

Ahmad, R. A., Abdulla, R., Taffa, T. A., Auer, S., Giglou, H. B., Borisova, E., Chen, Z., Dietze, S., D'Souza, J., Elwes, M., Gesese, G. A., Jiang, S., Kutafina, E., Mayr, P., Rehm, G., Sadruddin, S., Schimmler, S., Schneider, D., Silva, K., ... Usbeck, R. (2025). NFDI4DS: Shared Tasks for Scholarly Document Processing. In U. Lucke, S. Stieglitz, F. Uebernickel, A.-L. Lamprecht, & M. Klein (Eds.), INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025 (Vol. P-366, pp. 1195-1205). (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)). Gesellschaft für Informatik e.V.. https://doi.org/10.18420/inf2025_103

Ahmad, Raia Abu ; Abdulla, Rana ; Taffa, Tilahun Abedissa et al. / NFDI4DS: Shared Tasks for Scholarly Document Processing. INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025. editor / Ulrike Lucke ; Stefan Stieglitz ; Falk Uebernickel ; Anna-Lena Lamprecht ; Maike Klein. Vol. P-366 Bonn : Gesellschaft für Informatik e.V., 2025. pp. 1195-1205 (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)).

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Ahmad, RA, Abdulla, R, Taffa, TA, Auer, S, Giglou, HB, Borisova, E, Chen, Z, Dietze, S, D'Souza, J, Elwes, M, Gesese, GA, Jiang, S, Kutafina, E, Mayr, P, Rehm, G, Sadruddin, S, Schimmler, S, Schneider, D, Silva, K, Upadhyaya, S & Usbeck, R 2025, NFDI4DS: Shared Tasks for Scholarly Document Processing. in U Lucke, S Stieglitz, F Uebernickel, A-L Lamprecht & M Klein (eds), INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025. vol. P-366, Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI), Gesellschaft für Informatik e.V., Bonn, pp. 1195-1205. https://doi.org/10.18420/inf2025_103

NFDI4DS: Shared Tasks for Scholarly Document Processing. / Ahmad, Raia Abu; Abdulla, Rana; Taffa, Tilahun Abedissa et al.
INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025. ed. / Ulrike Lucke; Stefan Stieglitz; Falk Uebernickel; Anna-Lena Lamprecht; Maike Klein. Vol. P-366 Bonn: Gesellschaft für Informatik e.V., 2025. p. 1195-1205 (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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AU - Ahmad, Raia Abu

AU - Abdulla, Rana

AU - Taffa, Tilahun Abedissa

AU - Auer, Sören

AU - Giglou, Hamed Babaei

AU - Borisova, Ekaterina

AU - Chen, Zongxiong

AU - Dietze, Stefan

AU - D'Souza, Jennifer

AU - Elwes, Mayra

AU - Gesese, Genet Asefa

AU - Jiang, Shufan

AU - Kutafina, Ekaterina

AU - Mayr, Philipp

AU - Rehm, Georg

AU - Sadruddin, Sameer

AU - Schimmler, Sonja

AU - Schneider, Daniel

AU - Silva, Kanishka

AU - Upadhyaya, Sharmila

AU - Usbeck, Ricardo

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AB - Shared tasks are powerful tools for advancing research through community-based standardised evaluation. As such, they play a key role in promoting findable, accessible, interoperable, and reusable (FAIR), as well as transparent and reproducible research practices. This paper presents an updated overview of twelve shared tasks developed and hosted under the German National Research Data Infrastructure for Data Science and Artificial Intelligence (NFDI4DS) consortium, covering a diverse set of challenges in scholarly document processing. Hosted at leading venues, the tasks foster methodological innovations and contribute open-access datasets, models, and tools for the broader research community, which are integrated into the consortium’s research data infrastructure.

KW - Informatics

KW - NFDI4DS

KW - NFDI

KW - Shared Tasks

UR - https://www.scopus.com/pages/publications/105031154723

U2 - 10.18420/inf2025_103

DO - 10.18420/inf2025_103

M3 - Article in conference proceedings

VL - P-366

T3 - Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)

SP - 1195

EP - 1205

BT - INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science

A2 - Lucke, Ulrike

A2 - Stieglitz, Stefan

A2 - Uebernickel, Falk

A2 - Lamprecht, Anna-Lena

A2 - Klein, Maike

PB - Gesellschaft für Informatik e.V.

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ER -

Ahmad RA, Abdulla R, Taffa TA, Auer S, Giglou HB, Borisova E et al. NFDI4DS: Shared Tasks for Scholarly Document Processing. In Lucke U, Stieglitz S, Uebernickel F, Lamprecht AL, Klein M, editors, INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025. Vol. P-366. Bonn: Gesellschaft für Informatik e.V. 2025. p. 1195-1205. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)). doi: 10.18420/inf2025_103

NFDI4DS: Shared Tasks for Scholarly Document Processing

Abstract

Bibliographical note

Research areas and keywords

ASJC Scopus Subject Areas

Access to Document

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Cite this