GC Insights: Breaking the silos – leveraging natural language processing (NLP) to encourage interdisciplinary interaction at the European Geosciences Union (EGU)

Sodoge, Jan; Carvalho, Taís Maria Nunes; de Brito, Mariana Madruga

doi:https://doi.org/10.5194/gc-8-191-2025

Articles | Volume 8, issue 3

https://doi.org/10.5194/gc-8-191-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Special issue:

GC Insights

https://doi.org/10.5194/gc-8-191-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 8, issue 3

GC Insights

| Highlight paper

|

17 Jul 2025

GC Insights | Highlight paper |

| 17 Jul 2025

GC Insights: Breaking the silos – leveraging natural language processing (NLP) to encourage interdisciplinary interaction at the European Geosciences Union (EGU)

Jan Sodoge, Taís Maria Nunes Carvalho, and Mariana Madruga de Brito

Supplement

https://doi.org/10.5194/gc-8-191-2025-supplement

Data sets

EGU Abstract Embeddings J. Sodoge https://git.ufz.de/sodoge/egu-abstract-embeddings

Model code and software

EGU Abstract Embeddings J. Sodoge https://git.ufz.de/sodoge/egu-abstract-embeddings

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Executive editor

Breaking silos is key to science. A tool as investigated by this work, to show interesting related abstracts across silos could have considerable value. In the editorial team's anecdotal and personal view, the tool implemented at EGU's recent General Assembly in 2025 is was very valuable. So, this work is of interest to the organisers of larger conferences in all fields.