Graph-Augmented LLMs for Swiss MP Ideology Prediction

Yifei Yuan; Luis Salamanca; Sophia Schlosser; Laurence Brandenberger

Graph-Augmented LLMs for Swiss MP Ideology Prediction

Yifei Yuan, Luis Salamanca, Sophia Schlosser, Laurence Brandenberger

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Anthology ID:: 2026.swisstext-1.12
Volume:: Proceedings of the 11th Edition of the Swiss Text Analytics Conference
Month:: June
Year:: 2026
Address:: Zurich, Switzerland
Editors:: Rico Sennrich, Gerold Schneider, Tilia Ellendorff, Yingqiang Gao, Jannis Vamvas, Mark Cieliebak
Venue:: SwissText
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 133–145
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URL:: https://aclanthology.org/2026.swisstext-1.12/
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Cite (ACL):: Yifei Yuan, Luis Salamanca, Sophia Schlosser, and Laurence Brandenberger. 2026. Graph-Augmented LLMs for Swiss MP Ideology Prediction. In Proceedings of the 11th Edition of the Swiss Text Analytics Conference, pages 133–145, Zurich, Switzerland. Association for Computational Linguistics.
Cite (Informal):: Graph-Augmented LLMs for Swiss MP Ideology Prediction (Yuan et al., SwissText 2026)
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PDF:: https://aclanthology.org/2026.swisstext-1.12.pdf

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@inproceedings{yuan-etal-2026-graph,
    title = "Graph-Augmented {LLM}s for {S}wiss {MP} Ideology Prediction",
    author = "Yuan, Yifei  and
      Salamanca, Luis  and
      Schlosser, Sophia  and
      Brandenberger, Laurence",
    editor = "Sennrich, Rico  and
      Schneider, Gerold  and
      Ellendorff, Tilia  and
      Gao, Yingqiang  and
      Vamvas, Jannis  and
      Cieliebak, Mark",
    booktitle = "Proceedings of the 11th Edition of the {S}wiss Text Analytics Conference",
    month = jun,
    year = "2026",
    address = "Zurich, Switzerland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.swisstext-1.12/",
    pages = "133--145"
}

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%0 Conference Proceedings
%T Graph-Augmented LLMs for Swiss MP Ideology Prediction
%A Yuan, Yifei
%A Salamanca, Luis
%A Schlosser, Sophia
%A Brandenberger, Laurence
%Y Sennrich, Rico
%Y Schneider, Gerold
%Y Ellendorff, Tilia
%Y Gao, Yingqiang
%Y Vamvas, Jannis
%Y Cieliebak, Mark
%S Proceedings of the 11th Edition of the Swiss Text Analytics Conference
%D 2026
%8 June
%I Association for Computational Linguistics
%C Zurich, Switzerland
%F yuan-etal-2026-graph
%U https://aclanthology.org/2026.swisstext-1.12/
%P 133-145

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Markdown (Informal)

[Graph-Augmented LLMs for Swiss MP Ideology Prediction](https://aclanthology.org/2026.swisstext-1.12/) (Yuan et al., SwissText 2026)

Graph-Augmented LLMs for Swiss MP Ideology Prediction (Yuan et al., SwissText 2026)

ACL

Yifei Yuan, Luis Salamanca, Sophia Schlosser, and Laurence Brandenberger. 2026. Graph-Augmented LLMs for Swiss MP Ideology Prediction. In Proceedings of the 11th Edition of the Swiss Text Analytics Conference, pages 133–145, Zurich, Switzerland. Association for Computational Linguistics.