---
_id: '6961'
author:
- first_name: Fabian
  full_name: Lukassen, Fabian
  last_name: Lukassen
- first_name: Jan
  full_name: Herrmann, Jan
  last_name: Herrmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498751
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Lukassen, Fabian</span> ; <span
    style="font-variant:small-caps;">Herrmann, Jan</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>
    ; <span style="font-variant:small-caps;">Kneib, Thomas</span>: From XAI to Stories:
    A Factorial Study of LLM-Generated Explanation Quality. In: <i>Preprint</i>, Arxiv
    (2026)'
  ama: 'Lukassen F, Herrmann J, Weisser C, Säfken B, Kneib T. From XAI to Stories:
    A Factorial Study of LLM-Generated Explanation Quality. <i>Preprint</i>. 2026.
    doi:<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>'
  apa: 'Lukassen, F., Herrmann, J., Weisser, C., Säfken, B., &#38; Kneib, T. (2026).
    From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality. <i>Preprint</i>.
    <a href="https://doi.org/10.48550/arXiv.2601.02224">https://doi.org/10.48550/arXiv.2601.02224</a>'
  bibtex: '@article{Lukassen_Herrmann_Weisser_Säfken_Kneib_2026, title={From XAI to
    Stories: A Factorial Study of LLM-Generated Explanation Quality}, DOI={<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>},
    journal={Preprint}, publisher={Arxiv}, author={Lukassen, Fabian and Herrmann,
    Jan and Weisser, Christoph and Säfken, Benjamin and Kneib, Thomas}, year={2026}
    }'
  chicago: 'Lukassen, Fabian, Jan Herrmann, Christoph Weisser, Benjamin Säfken, and
    Thomas Kneib. “From XAI to Stories: A Factorial Study of LLM-Generated Explanation
    Quality.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2601.02224">https://doi.org/10.48550/arXiv.2601.02224</a>.'
  ieee: 'F. Lukassen, J. Herrmann, C. Weisser, B. Säfken, and T. Kneib, “From XAI
    to Stories: A Factorial Study of LLM-Generated Explanation Quality,” <i>Preprint</i>,
    2026.'
  mla: 'Lukassen, Fabian, et al. “From XAI to Stories: A Factorial Study of LLM-Generated
    Explanation Quality.” <i>Preprint</i>, Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>.'
  short: F. Lukassen, J. Herrmann, C. Weisser, B. Säfken, T. Kneib, Preprint (2026).
date_created: 2026-06-01T14:05:15Z
date_updated: 2026-06-02T13:38:22Z
doi: 10.48550/arXiv.2601.02224
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6960'
author:
- first_name: Fabian
  full_name: Lukassen, Fabian
  last_name: Lukassen
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498625
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Alexander
  full_name: Silbersdorff, Alexander
  last_name: Silbersdorff
citation:
  alphadin: '<span style="font-variant:small-caps;">Lukassen, Fabian</span> ; <span
    style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Schlee,
    Michael</span> ; <span style="font-variant:small-caps;">Kumar, Manish</span> ;
    <span style="font-variant:small-caps;">Thielmann, Anton</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span> ; <span style="font-variant:small-caps;">Kneib, Thomas</span>
    ; <span style="font-variant:small-caps;">Silbersdorff, Alexander</span>: LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Lukassen F, Weisser C, Schlee M, et al. LLM-Augmented Change Point Detection:
    A Methodological Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>'
  apa: 'Lukassen, F., Weisser, C., Schlee, M., Kumar, M., Thielmann, A., Säfken, B.,
    … Silbersdorff, A. (2026). LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>. <a
    href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>'
  bibtex: '@article{Lukassen_Weisser_Schlee_Kumar_Thielmann_Säfken_Kneib_Silbersdorff_2026,
    title={LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
    Detection and Automated Explanation}, DOI={<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>},
    journal={Preprint}, publisher={Arxiv}, author={Lukassen, Fabian and Weisser, Christoph
    and Schlee, Michael and Kumar, Manish and Thielmann, Anton and Säfken, Benjamin
    and Kneib, Thomas and Silbersdorff, Alexander}, year={2026} }'
  chicago: 'Lukassen, Fabian, Christoph Weisser, Michael Schlee, Manish Kumar, Anton
    Thielmann, Benjamin Säfken, Thomas Kneib, and Alexander Silbersdorff. “LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>.'
  ieee: 'F. Lukassen <i>et al.</i>, “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation,” <i>Preprint</i>,
    2026.'
  mla: 'Lukassen, Fabian, et al. “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation.” <i>Preprint</i>,
    Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>.'
  short: F. Lukassen, C. Weisser, M. Schlee, M. Kumar, A. Thielmann, B. Säfken, T.
    Kneib, A. Silbersdorff, Preprint (2026).
date_created: 2026-06-01T14:04:53Z
date_updated: 2026-06-02T13:36:39Z
doi: 10.48550/arXiv.2601.02957
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
  Detection and Automated Explanation'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6959'
author:
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Timo
  full_name: Kivimaki, Timo
  last_name: Kivimaki
- first_name: ' Melchizedek'
  full_name: Mashiku,  Melchizedek
  last_name: Mashiku
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
citation:
  alphadin: '<span style="font-variant:small-caps;">Schlee, Michael</span> ; <span
    style="font-variant:small-caps;">Kivimaki, Timo</span> ; <span style="font-variant:small-caps;">Mashiku,  Melchizedek</span>
    ; <span style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span>: LabelFusion: Fusing Large Language Models With Transformer Encoders
    for Robust Financial News Classification. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Schlee M, Kivimaki T, Mashiku  Melchizedek, Weisser C, Säfken B. LabelFusion:
    Fusing Large Language Models With Transformer Encoders for Robust Financial News
    Classification. <i>Preprint</i>. 2026. doi:<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>'
  apa: 'Schlee, M., Kivimaki, T., Mashiku,  Melchizedek, Weisser, C., &#38; Säfken,
    B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders
    for Robust Financial News Classification. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2512.10793">https://doi.org/10.48550/arXiv.2512.10793</a>'
  bibtex: '@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion:
    Fusing Large Language Models With Transformer Encoders for Robust Financial News
    Classification}, DOI={<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>},
    journal={Preprint}, publisher={Arxiv}, author={Schlee, Michael and Kivimaki, Timo
    and Mashiku,  Melchizedek and Weisser, Christoph and Säfken, Benjamin}, year={2026}
    }'
  chicago: 'Schlee, Michael, Timo Kivimaki,  Melchizedek Mashiku, Christoph Weisser,
    and Benjamin Säfken. “LabelFusion: Fusing Large Language Models With Transformer
    Encoders for Robust Financial News Classification.” <i>Preprint</i>, 2026. <a
    href="https://doi.org/10.48550/arXiv.2512.10793">https://doi.org/10.48550/arXiv.2512.10793</a>.'
  ieee: 'M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, and B. Säfken,
    “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust
    Financial News Classification,” <i>Preprint</i>, 2026.'
  mla: 'Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer
    Encoders for Robust Financial News Classification.” <i>Preprint</i>, Arxiv, 2026,
    doi:<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>.'
  short: M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, B. Säfken, Preprint
    (2026).
date_created: 2026-06-01T14:04:19Z
date_updated: 2026-06-02T13:34:44Z
doi: 10.48550/arXiv.2512.10793
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust
  Financial News Classification'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6958'
author:
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Anton Frederik
  full_name: Thielmann, Anton Frederik
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498143
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
citation:
  alphadin: '<span style="font-variant:small-caps;">Kumar, Manish</span> ; <span style="font-variant:small-caps;">Thielmann,
    Anton Frederik</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>: From Uniform
    to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep
    Learning. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Kumar M, Thielmann AF, Weisser C, Säfken B. From Uniform to Learned Knots:
    A Study of Spline-Based Numerical Encodings for Tabular Deep Learning. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>'
  apa: 'Kumar, M., Thielmann, A. F., Weisser, C., &#38; Säfken, B. (2026). From Uniform
    to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep
    Learning. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2604.05635
    ">https://doi.org/10.48550/arXiv.2604.05635 </a>'
  bibtex: '@article{Kumar_Thielmann_Weisser_Säfken_2026, title={From Uniform to Learned
    Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning},
    DOI={<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>}, journal={Preprint}, publisher={Arxiv}, author={Kumar, Manish and Thielmann,
    Anton Frederik and Weisser, Christoph and Säfken, Benjamin}, year={2026} }'
  chicago: 'Kumar, Manish, Anton Frederik Thielmann, Christoph Weisser, and Benjamin
    Säfken. “From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings
    for Tabular Deep Learning.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2604.05635
    ">https://doi.org/10.48550/arXiv.2604.05635 </a>.'
  ieee: 'M. Kumar, A. F. Thielmann, C. Weisser, and B. Säfken, “From Uniform to Learned
    Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning,”
    <i>Preprint</i>, 2026.'
  mla: 'Kumar, Manish, et al. “From Uniform to Learned Knots: A Study of Spline-Based
    Numerical Encodings for Tabular Deep Learning.” <i>Preprint</i>, Arxiv, 2026,
    doi:<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>.'
  short: M. Kumar, A.F. Thielmann, C. Weisser, B. Säfken, Preprint (2026).
date_created: 2026-06-01T14:03:54Z
date_updated: 2026-06-02T13:32:55Z
doi: '10.48550/arXiv.2604.05635 '
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings
  for Tabular Deep Learning'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6957'
author:
- first_name: Alvaro Paredes
  full_name: Amorin, Alvaro Paredes
  last_name: Amorin
- first_name: Andre
  full_name: Python, Andre
  last_name: Python
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498074
citation:
  alphadin: '<span style="font-variant:small-caps;">Amorin, Alvaro Paredes</span>
    ; <span style="font-variant:small-caps;">Python, Andre</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span>: Not All News Is Equal: Topic- and Event-Conditional Sentiment
    From Finetuned LLMs for Aluminum Price Forecasting. In: <i>Preprint</i>, Arxiv
    (2026)'
  ama: 'Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional
    Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>'
  apa: 'Amorin, A. P., Python, A., &#38; Weisser, C. (2026). Not All News Is Equal:
    Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price
    Forecasting. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2603.09085">https://doi.org/10.48550/arXiv.2603.09085</a>'
  bibtex: '@article{Amorin_Python_Weisser_2026, title={Not All News Is Equal: Topic-
    and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting},
    DOI={<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>},
    journal={Preprint}, publisher={Arxiv}, author={Amorin, Alvaro Paredes and Python,
    Andre and Weisser, Christoph}, year={2026} }'
  chicago: 'Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Not All
    News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for
    Aluminum Price Forecasting.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2603.09085">https://doi.org/10.48550/arXiv.2603.09085</a>.'
  ieee: 'A. P. Amorin, A. Python, and C. Weisser, “Not All News Is Equal: Topic- and
    Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting,”
    <i>Preprint</i>, 2026.'
  mla: 'Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional
    Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>Preprint</i>,
    Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>.'
  short: A.P. Amorin, A. Python, C. Weisser, Preprint (2026).
date_created: 2026-06-01T14:03:16Z
date_updated: 2026-06-02T13:31:21Z
doi: 10.48550/arXiv.2603.09085
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned
  LLMs for Aluminum Price Forecasting'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6924'
article_type: letter_note
author:
- first_name: Ursula
  full_name: Berger, Ursula
  last_name: Berger
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Karin
  full_name: Binder, Karin
  last_name: Binder
- first_name: Christina
  full_name: Elmer, Christina
  last_name: Elmer
- first_name: Florian
  full_name: Ertz, Florian
  last_name: Ertz
- first_name: Thomas
  full_name: Hotz, Thomas
  last_name: Hotz
- first_name: Sarah
  full_name: Huber, Sarah
  last_name: Huber
- first_name: Katja
  full_name: Ickstadt, Katja
  last_name: Ickstadt
- first_name: Göran
  full_name: Kauermann, Göran
  last_name: Kauermann
- first_name: Helmut
  full_name: Küchenhoff, Helmut
  last_name: Küchenhoff
- first_name: Karsten
  full_name: Lübke, Karsten
  last_name: Lübke
- first_name: Ralf
  full_name: Münnich, Ralf
  last_name: Münnich
- first_name: Katharina
  full_name: Schüller, Katharina
  last_name: Schüller
- first_name: Thomas
  full_name: Skill, Thomas
  last_name: Skill
- first_name: Claus
  full_name: Weihs, Claus
  last_name: Weihs
- first_name: Henrike
  full_name: Weinert, Henrike
  last_name: Weinert
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Berger,
    Ursula</span> ; <span style="font-variant:small-caps;">Biehler, Rolf</span> ;
    <span style="font-variant:small-caps;">Binder, Karin</span> ; <span style="font-variant:small-caps;">Elmer,
    Christina</span> ; <span style="font-variant:small-caps;">Ertz, Florian</span>
    ; <span style="font-variant:small-caps;">Hotz, Thomas</span> ; <span style="font-variant:small-caps;">Huber,
    Sarah</span> ; <span style="font-variant:small-caps;">Ickstadt, Katja</span> ;
    u. a.</span>: Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an
    die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. In: <i>AStA
    Wirtschafts- und Sozialstatistisches Archiv</i>, Springer (2026)'
  ama: 'Berger U, Biehler R, Binder K, et al. Daten, Künstliche Intelligenz und Evidenz
    - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und
    Erwiderung. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. 2026. doi:<a
    href="https://doi.org/10.1007/s11943-026-00372-0">10.1007/s11943-026-00372-0</a>'
  apa: 'Berger, U., Biehler, R., Binder, K., Elmer, C., Ertz, F., Hotz, T., … Weisser,
    C. (2026). Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die
    Statistikausbildung an Hochschulen: Diskussion und Erwiderung. <i>AStA Wirtschafts-
    und Sozialstatistisches Archiv</i>. <a href="https://doi.org/10.1007/s11943-026-00372-0">https://doi.org/10.1007/s11943-026-00372-0</a>'
  bibtex: '@article{Berger_Biehler_Binder_Elmer_Ertz_Hotz_Huber_Ickstadt_Kauermann_Küchenhoff_et
    al._2026, title={Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen
    an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung}, DOI={<a
    href="https://doi.org/10.1007/s11943-026-00372-0">10.1007/s11943-026-00372-0</a>},
    journal={AStA Wirtschafts- und Sozialstatistisches Archiv}, publisher={Springer},
    author={Berger, Ursula and Biehler, Rolf and Binder, Karin and Elmer, Christina
    and Ertz, Florian and Hotz, Thomas and Huber, Sarah and Ickstadt, Katja and Kauermann,
    Göran and Küchenhoff, Helmut and et al.}, year={2026} }'
  chicago: 'Berger, Ursula, Rolf Biehler, Karin Binder, Christina Elmer, Florian Ertz,
    Thomas Hotz, Sarah Huber, et al. “Daten, Künstliche Intelligenz und Evidenz -
    neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.”
    <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026. <a href="https://doi.org/10.1007/s11943-026-00372-0">https://doi.org/10.1007/s11943-026-00372-0</a>.'
  ieee: 'U. Berger <i>et al.</i>, “Daten, Künstliche Intelligenz und Evidenz - neue
    Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung,”
    <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026.'
  mla: 'Berger, Ursula, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen
    an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” <i>AStA
    Wirtschafts- und Sozialstatistisches Archiv</i>, Springer, 2026, doi:<a href="https://doi.org/10.1007/s11943-026-00372-0">10.1007/s11943-026-00372-0</a>.'
  short: U. Berger, R. Biehler, K. Binder, C. Elmer, F. Ertz, T. Hotz, S. Huber, K.
    Ickstadt, G. Kauermann, H. Küchenhoff, K. Lübke, R. Münnich, K. Schüller, T. Skill,
    C. Weihs, H. Weinert, C. Weisser, AStA Wirtschafts- und Sozialstatistisches Archiv
    (2026).
date_created: 2026-05-28T11:24:42Z
date_updated: 2026-05-29T07:34:48Z
doi: 10.1007/s11943-026-00372-0
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
publication: AStA Wirtschafts- und Sozialstatistisches Archiv
publication_identifier:
  eissn:
  - 1863-8163
  issn:
  - 1863-8155
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: 'Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung
  an Hochschulen: Diskussion und Erwiderung'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6962'
author:
- first_name: Alvaro Paredes
  full_name: Amorin, Alvaro Paredes
  last_name: Amorin
- first_name: Andre
  full_name: Python, Andre
  last_name: Python
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216497385
citation:
  alphadin: '<span style="font-variant:small-caps;">Amorin, Alvaro Paredes</span>
    ; <span style="font-variant:small-caps;">Python, Andre</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span>: Fine-Tuning of Lightweight Large Language Models for Sentiment
    Classification on Heterogeneous Financial Textual Data. In: <i>Preprint</i>, Arxiv
    (2025)'
  ama: Amorin AP, Python A, Weisser C. Fine-Tuning of Lightweight Large Language Models
    for Sentiment Classification on Heterogeneous Financial Textual Data. <i>Preprint</i>.
    2025. doi:<a href="https://doi.org/10.48550/arXiv.2512.00946">10.48550/arXiv.2512.00946</a>
  apa: Amorin, A. P., Python, A., &#38; Weisser, C. (2025). Fine-Tuning of Lightweight
    Large Language Models for Sentiment Classification on Heterogeneous Financial
    Textual Data. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2512.00946">https://doi.org/10.48550/arXiv.2512.00946</a>
  bibtex: '@article{Amorin_Python_Weisser_2025, title={Fine-Tuning of Lightweight
    Large Language Models for Sentiment Classification on Heterogeneous Financial
    Textual Data}, DOI={<a href="https://doi.org/10.48550/arXiv.2512.00946">10.48550/arXiv.2512.00946</a>},
    journal={Preprint}, publisher={Arxiv}, author={Amorin, Alvaro Paredes and Python,
    Andre and Weisser, Christoph}, year={2025} }'
  chicago: Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Fine-Tuning
    of Lightweight Large Language Models for Sentiment Classification on Heterogeneous
    Financial Textual Data.” <i>Preprint</i>, 2025. <a href="https://doi.org/10.48550/arXiv.2512.00946">https://doi.org/10.48550/arXiv.2512.00946</a>.
  ieee: A. P. Amorin, A. Python, and C. Weisser, “Fine-Tuning of Lightweight Large
    Language Models for Sentiment Classification on Heterogeneous Financial Textual
    Data,” <i>Preprint</i>, 2025.
  mla: Amorin, Alvaro Paredes, et al. “Fine-Tuning of Lightweight Large Language Models
    for Sentiment Classification on Heterogeneous Financial Textual Data.” <i>Preprint</i>,
    Arxiv, 2025, doi:<a href="https://doi.org/10.48550/arXiv.2512.00946">10.48550/arXiv.2512.00946</a>.
  short: A.P. Amorin, A. Python, C. Weisser, Preprint (2025).
date_created: 2026-06-01T14:08:25Z
date_updated: 2026-06-02T13:23:32Z
doi: 10.48550/arXiv.2512.00946
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: Fine-Tuning of Lightweight Large Language Models for Sentiment Classification
  on Heterogeneous Financial Textual Data
type: journal_article
user_id: '220548'
year: '2025'
...
---
_id: '6966'
author:
- first_name: Parastoo
  full_name: Semnani, Parastoo
  last_name: Semnani
- first_name: Mihail
  full_name: Bogojeski, Mihail
  last_name: Bogojeski
- first_name: Florian
  full_name: Bley, Florian
  last_name: Bley
- first_name: Zizheng
  full_name: Zhang, Zizheng
  last_name: Zhang
- first_name: Qiong
  full_name: Wu, Qiong
  last_name: Wu
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Jan
  full_name: Herrmann, Jan
  last_name: Herrmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216496844
- first_name: Klaus Robert
  full_name: Müller, Klaus Robert
  last_name: Müller
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Semnani,
    Parastoo</span> ; <span style="font-variant:small-caps;">Bogojeski, Mihail</span>
    ; <span style="font-variant:small-caps;">Bley, Florian</span> ; <span style="font-variant:small-caps;">Zhang,
    Zizheng</span> ; <span style="font-variant:small-caps;">Wu, Qiong</span> ; <span
    style="font-variant:small-caps;">Kneib, Thomas</span> ; <span style="font-variant:small-caps;">Herrmann,
    Jan</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; u. a.</span>: From Prediction to Proposal in Catalysis: Robust Evaluation, LRP
    Explanations, and Relevance-Guided Candidate Generation. In:  : Openreview, 2025'
  ama: 'Semnani P, Bogojeski M, Bley F, et al. From Prediction to Proposal in Catalysis:
    Robust Evaluation, LRP Explanations, and Relevance-Guided Candidate Generation.
    In: Openreview; 2025.'
  apa: 'Semnani, P., Bogojeski, M., Bley, F., Zhang, Z., Wu, Q., Kneib, T., … Müller,
    K. R. (2025). From Prediction to Proposal in Catalysis: Robust Evaluation, LRP
    Explanations, and Relevance-Guided Candidate Generation. Presented at the European
    Conference on Neural Information Processing Systems (EurIPS) Workshop: SimBioChem
    2025, Copenhagen, Denmark: Openreview.'
  bibtex: '@inproceedings{Semnani_Bogojeski_Bley_Zhang_Wu_Kneib_Herrmann_Weisser_Müller_2025,
    title={From Prediction to Proposal in Catalysis: Robust Evaluation, LRP Explanations,
    and Relevance-Guided Candidate Generation}, publisher={Openreview}, author={Semnani,
    Parastoo and Bogojeski, Mihail and Bley, Florian and Zhang, Zizheng and Wu, Qiong
    and Kneib, Thomas and Herrmann, Jan and Weisser, Christoph and Müller, Klaus Robert},
    year={2025} }'
  chicago: 'Semnani, Parastoo, Mihail Bogojeski, Florian Bley, Zizheng Zhang, Qiong
    Wu, Thomas Kneib, Jan Herrmann, Christoph Weisser, and Klaus Robert Müller. “From
    Prediction to Proposal in Catalysis: Robust Evaluation, LRP Explanations, and
    Relevance-Guided Candidate Generation.” Openreview, 2025.'
  ieee: 'P. Semnani <i>et al.</i>, “From Prediction to Proposal in Catalysis: Robust
    Evaluation, LRP Explanations, and Relevance-Guided Candidate Generation,” presented
    at the European Conference on Neural Information Processing Systems (EurIPS) Workshop:
    SimBioChem 2025, Copenhagen, Denmark, 2025.'
  mla: 'Semnani, Parastoo, et al. <i>From Prediction to Proposal in Catalysis: Robust
    Evaluation, LRP Explanations, and Relevance-Guided Candidate Generation</i>. Openreview,
    2025.'
  short: 'P. Semnani, M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann,
    C. Weisser, K.R. Müller, in: Openreview, 2025.'
conference:
  end_date: 2025-12-06
  location: Copenhagen, Denmark
  name: 'European Conference on Neural Information Processing Systems (EurIPS) Workshop:
    SimBioChem 2025'
  start_date: 2025-12-06
date_created: 2026-06-01T14:12:19Z
date_updated: 2026-06-02T13:13:58Z
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://openreview.net/forum?id=KYt62m0WXv
oa: '1'
publication_status: published
publisher: Openreview
status: public
title: 'From Prediction to Proposal in Catalysis: Robust Evaluation, LRP Explanations,
  and Relevance-Guided Candidate Generation'
type: conference
user_id: '220548'
year: '2025'
...
---
_id: '6920'
article_type: original
author:
- first_name: Arik
  full_name: Reuter, Arik
  last_name: Reuter
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Reuter, Arik</span> ; <span style="font-variant:small-caps;">Thielmann,
    Anton</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span> ; <span style="font-variant:small-caps;">Kneib,
    Thomas</span>: Probabilistic Topic Modelling With Transformer Representations.
    In: <i>IEEE Transactions on Neural Networks and Learning Systems</i> Bd. 36, IEEE
    (2025), Nr. 8, S. 14551–14565'
  ama: Reuter A, Thielmann A, Weisser C, Säfken B, Kneib T. Probabilistic Topic Modelling
    With Transformer Representations. <i>IEEE Transactions on Neural Networks and
    Learning Systems</i>. 2025;36(8):14551-14565. doi:<a href="https://doi.org/10.1109/TNNLS.2025.3538262">10.1109/TNNLS.2025.3538262</a>
  apa: Reuter, A., Thielmann, A., Weisser, C., Säfken, B., &#38; Kneib, T. (2025).
    Probabilistic Topic Modelling With Transformer Representations. <i>IEEE Transactions
    on Neural Networks and Learning Systems</i>, <i>36</i>(8), 14551–14565. <a href="https://doi.org/10.1109/TNNLS.2025.3538262">https://doi.org/10.1109/TNNLS.2025.3538262</a>
  bibtex: '@article{Reuter_Thielmann_Weisser_Säfken_Kneib_2025, title={Probabilistic
    Topic Modelling With Transformer Representations}, volume={36}, DOI={<a href="https://doi.org/10.1109/TNNLS.2025.3538262">10.1109/TNNLS.2025.3538262</a>},
    number={8}, journal={IEEE Transactions on Neural Networks and Learning Systems},
    publisher={IEEE}, author={Reuter, Arik and Thielmann, Anton and Weisser, Christoph
    and Säfken, Benjamin and Kneib, Thomas}, year={2025}, pages={14551–14565} }'
  chicago: 'Reuter, Arik, Anton Thielmann, Christoph Weisser, Benjamin Säfken, and
    Thomas Kneib. “Probabilistic Topic Modelling With Transformer Representations.”
    <i>IEEE Transactions on Neural Networks and Learning Systems</i> 36, no. 8 (2025):
    14551–65. <a href="https://doi.org/10.1109/TNNLS.2025.3538262">https://doi.org/10.1109/TNNLS.2025.3538262</a>.'
  ieee: A. Reuter, A. Thielmann, C. Weisser, B. Säfken, and T. Kneib, “Probabilistic
    Topic Modelling With Transformer Representations,” <i>IEEE Transactions on Neural
    Networks and Learning Systems</i>, vol. 36, no. 8, pp. 14551–14565, 2025.
  mla: Reuter, Arik, et al. “Probabilistic Topic Modelling With Transformer Representations.”
    <i>IEEE Transactions on Neural Networks and Learning Systems</i>, vol. 36, no.
    8, IEEE, 2025, pp. 14551–65, doi:<a href="https://doi.org/10.1109/TNNLS.2025.3538262">10.1109/TNNLS.2025.3538262</a>.
  short: A. Reuter, A. Thielmann, C. Weisser, B. Säfken, T. Kneib, IEEE Transactions
    on Neural Networks and Learning Systems 36 (2025) 14551–14565.
date_created: 2026-05-28T11:14:43Z
date_updated: 2026-05-29T07:29:32Z
doi: 10.1109/TNNLS.2025.3538262
intvolume: '        36'
issue: '8'
language:
- iso: eng
page: 14551 - 14565
publication: IEEE Transactions on Neural Networks and Learning Systems
publication_identifier:
  eissn:
  - '2162-2388 '
  issn:
  - '2162-237X '
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Probabilistic Topic Modelling With Transformer Representations
type: journal_article
user_id: '220548'
volume: 36
year: '2025'
...
---
_id: '6919'
article_type: original
author:
- first_name: Gillian
  full_name: Kant, Gillian
  last_name: Kant
- first_name: Talip
  full_name: Alkaher, Talip
  last_name: Alkaher
- first_name: Timo
  full_name: Kivimaki, Timo
  last_name: Kivimaki
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
citation:
  alphadin: '<span style="font-variant:small-caps;">Kant, Gillian</span> ; <span style="font-variant:small-caps;">Alkaher,
    Talip</span> ; <span style="font-variant:small-caps;">Kivimaki, Timo</span> ;
    <span style="font-variant:small-caps;">Weisser, Christoph</span>: The Word and
    the Bullet: Out-Grouping and Threat Framing as Predictors of Islamic State Targeting,
    2015-2020. In: <i>Terrorism and Political Violence</i>, Taylor &#38; Francis (2025)'
  ama: 'Kant G, Alkaher T, Kivimaki T, Weisser C. The Word and the Bullet: Out-Grouping
    and Threat Framing as Predictors of Islamic State Targeting, 2015-2020. <i>Terrorism
    and Political Violence</i>. 2025. doi:<a href="https://doi.org/10.1080/09546553.2025.2561194">10.1080/09546553.2025.2561194</a>'
  apa: 'Kant, G., Alkaher, T., Kivimaki, T., &#38; Weisser, C. (2025). The Word and
    the Bullet: Out-Grouping and Threat Framing as Predictors of Islamic State Targeting,
    2015-2020. <i>Terrorism and Political Violence</i>. <a href="https://doi.org/10.1080/09546553.2025.2561194">https://doi.org/10.1080/09546553.2025.2561194</a>'
  bibtex: '@article{Kant_Alkaher_Kivimaki_Weisser_2025, title={The Word and the Bullet:
    Out-Grouping and Threat Framing as Predictors of Islamic State Targeting, 2015-2020},
    DOI={<a href="https://doi.org/10.1080/09546553.2025.2561194">10.1080/09546553.2025.2561194</a>},
    journal={Terrorism and Political Violence}, publisher={Taylor &#38; Francis},
    author={Kant, Gillian and Alkaher, Talip and Kivimaki, Timo and Weisser, Christoph},
    year={2025} }'
  chicago: 'Kant, Gillian, Talip Alkaher, Timo Kivimaki, and Christoph Weisser. “The
    Word and the Bullet: Out-Grouping and Threat Framing as Predictors of Islamic
    State Targeting, 2015-2020.” <i>Terrorism and Political Violence</i>, 2025. <a
    href="https://doi.org/10.1080/09546553.2025.2561194">https://doi.org/10.1080/09546553.2025.2561194</a>.'
  ieee: 'G. Kant, T. Alkaher, T. Kivimaki, and C. Weisser, “The Word and the Bullet:
    Out-Grouping and Threat Framing as Predictors of Islamic State Targeting, 2015-2020,”
    <i>Terrorism and Political Violence</i>, 2025.'
  mla: 'Kant, Gillian, et al. “The Word and the Bullet: Out-Grouping and Threat Framing
    as Predictors of Islamic State Targeting, 2015-2020.” <i>Terrorism and Political
    Violence</i>, Taylor &#38; Francis, 2025, doi:<a href="https://doi.org/10.1080/09546553.2025.2561194">10.1080/09546553.2025.2561194</a>.'
  short: G. Kant, T. Alkaher, T. Kivimaki, C. Weisser, Terrorism and Political Violence
    (2025).
date_created: 2026-05-28T11:14:07Z
date_updated: 2026-05-29T07:23:35Z
doi: 10.1080/09546553.2025.2561194
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Terrorism and Political Violence
publication_identifier:
  eissn:
  - 1556-1836
  issn:
  - 0954-6553
publication_status: published
publisher: Taylor & Francis
quality_controlled: '1'
status: public
title: 'The Word and the Bullet: Out-Grouping and Threat Framing as Predictors of
  Islamic State Targeting, 2015-2020'
type: journal_article
user_id: '220548'
year: '2025'
...
---
_id: '6942'
author:
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216497915
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
citation:
  alphadin: '<span style="font-variant:small-caps;">Thielmann, Anton</span> ; <span
    style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span>: Human in the Loop: How to Effectively Create Coherent Topics
    by Manually Labelling Only a Few Documents per Class. In: <span style="font-variant:small-caps;">Calzolari,
    N.</span> ; <span style="font-variant:small-caps;">Kan,  Min-Yen</span> ; <span
    style="font-variant:small-caps;">Hoste, V.</span> ; <span style="font-variant:small-caps;">Lenci,
    A.</span> ; <span style="font-variant:small-caps;">Sakti, S.</span> ; <span style="font-variant:small-caps;">Xue
    , N.</span> (Hrsg.): <i>Proceedings of the 2024 Joint International Conference
    on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)</i> :
    Elra And Iccl, 2024, S. 8395–8405'
  ama: 'Thielmann A, Weisser C, Säfken B. Human in the Loop: How to Effectively Create
    Coherent Topics by Manually Labelling Only a Few Documents per Class. In: Calzolari
    N, Kan  Min-Yen, Hoste V, Lenci A, Sakti S, Xue  N, eds. <i>Proceedings of the
    2024 Joint International Conference on Computational Linguistics, Language Resources
    and Evaluation (LREC-COLING)</i>. Elra And Iccl; 2024:8395-8405.'
  apa: 'Thielmann, A., Weisser, C., &#38; Säfken, B. (2024). Human in the Loop: How
    to Effectively Create Coherent Topics by Manually Labelling Only a Few Documents
    per Class. In N. Calzolari,  Min-Yen Kan, V. Hoste, A. Lenci, S. Sakti, &#38;
    N. Xue  (Eds.), <i>Proceedings of the 2024 Joint International Conference on Computational
    Linguistics, Language Resources and Evaluation (LREC-COLING)</i> (pp. 8395–8405).
    Torino, Italia: Elra And Iccl.'
  bibtex: '@inproceedings{Thielmann_Weisser_Säfken_2024, title={Human in the Loop:
    How to Effectively Create Coherent Topics by Manually Labelling Only a Few Documents
    per Class}, booktitle={Proceedings of the 2024 Joint International Conference
    on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)},
    publisher={Elra And Iccl}, author={Thielmann, Anton and Weisser, Christoph and
    Säfken, Benjamin}, editor={Calzolari, Nicoletta  and Kan,  Min-Yen and Hoste,
    Veronique  and Lenci, Alessandro  and Sakti, Sakriani  and Xue , Nianwen Editors},
    year={2024}, pages={8395–8405} }'
  chicago: 'Thielmann, Anton, Christoph Weisser, and Benjamin Säfken. “Human in the
    Loop: How to Effectively Create Coherent Topics by Manually Labelling Only a Few
    Documents per Class.” In <i>Proceedings of the 2024 Joint International Conference
    on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)</i>,
    edited by Nicoletta  Calzolari,  Min-Yen Kan, Veronique  Hoste, Alessandro  Lenci,
    Sakriani  Sakti, and Nianwen  Xue , 8395–8405. Elra And Iccl, 2024.'
  ieee: 'A. Thielmann, C. Weisser, and B. Säfken, “Human in the Loop: How to Effectively
    Create Coherent Topics by Manually Labelling Only a Few Documents per Class,”
    in <i>Proceedings of the 2024 Joint International Conference on Computational
    Linguistics, Language Resources and Evaluation (LREC-COLING)</i>, Torino, Italia,
    2024, pp. 8395–8405.'
  mla: 'Thielmann, Anton, et al. “Human in the Loop: How to Effectively Create Coherent
    Topics by Manually Labelling Only a Few Documents per Class.” <i>Proceedings of
    the 2024 Joint International Conference on Computational Linguistics, Language
    Resources and Evaluation (LREC-COLING)</i>, edited by Nicoletta  Calzolari et
    al., Elra And Iccl, 2024, pp. 8395–405.'
  short: 'A. Thielmann, C. Weisser, B. Säfken, in: N. Calzolari,  Min-Yen Kan, V.
    Hoste, A. Lenci, S. Sakti, N. Xue  (Eds.), Proceedings of the 2024 Joint International
    Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING),
    Elra And Iccl, 2024, pp. 8395–8405.'
conference:
  end_date: 2024-04-25
  location: Torino, Italia
  name: The 2024 Joint International Conference on Computational Linguistics, Language
    Resources and Evaluation (LREC-COLING 2024)
  start_date: 2024-04-20
date_created: 2026-06-01T13:55:49Z
date_updated: 2026-06-02T13:28:58Z
editor:
- first_name: 'Nicoletta '
  full_name: 'Calzolari, Nicoletta '
  last_name: Calzolari
- first_name: ' Min-Yen'
  full_name: Kan,  Min-Yen
  last_name: Kan
- first_name: 'Veronique '
  full_name: 'Hoste, Veronique '
  last_name: Hoste
- first_name: 'Alessandro '
  full_name: 'Lenci, Alessandro '
  last_name: Lenci
- first_name: 'Sakriani '
  full_name: 'Sakti, Sakriani '
  last_name: Sakti
- first_name: 'Nianwen '
  full_name: 'Xue , Nianwen '
  last_name: 'Xue '
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://aclanthology.org/2024.lrec-main.736/
oa: '1'
page: 8395-8405
publication: Proceedings of the 2024 Joint International Conference on Computational
  Linguistics, Language Resources and Evaluation (LREC-COLING)
publication_status: published
publisher: Elra And Iccl
quality_controlled: '1'
status: public
title: 'Human in the Loop: How to Effectively Create Coherent Topics by Manually Labelling
  Only a Few Documents per Class'
type: conference
user_id: '220548'
year: '2024'
...
---
_id: '6963'
author:
- first_name: Anton Frederik
  full_name: Thielmann, Anton Frederik
  last_name: Thielmann
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216497246
- first_name: Arik
  full_name: Reuter, Arik
  last_name: Reuter
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Soheila
  full_name: Samiee, Soheila
  last_name: Samiee
citation:
  alphadin: '<span style="font-variant:small-caps;">Thielmann, Anton Frederik</span>
    ; <span style="font-variant:small-caps;">Kumar, Manish</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Reuter, Arik</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span> ; <span style="font-variant:small-caps;">Samiee,
    Soheila</span>: Mambular: A Sequential Model for Tabular Deep Learning. In: <i>Preprint</i>,
    Arxiv (2024)'
  ama: 'Thielmann AF, Kumar M, Weisser C, Reuter A, Säfken B, Samiee S. Mambular:
    A Sequential Model for Tabular Deep Learning. <i>Preprint</i>. 2024. doi:<a href="https://doi.org/10.48550/arXiv.2408.06291">10.48550/arXiv.2408.06291</a>'
  apa: 'Thielmann, A. F., Kumar, M., Weisser, C., Reuter, A., Säfken, B., &#38; Samiee,
    S. (2024). Mambular: A Sequential Model for Tabular Deep Learning. <i>Preprint</i>.
    <a href="https://doi.org/10.48550/arXiv.2408.06291">https://doi.org/10.48550/arXiv.2408.06291</a>'
  bibtex: '@article{Thielmann_Kumar_Weisser_Reuter_Säfken_Samiee_2024, title={Mambular:
    A Sequential Model for Tabular Deep Learning}, DOI={<a href="https://doi.org/10.48550/arXiv.2408.06291">10.48550/arXiv.2408.06291</a>},
    journal={Preprint}, publisher={Arxiv}, author={Thielmann, Anton Frederik and Kumar,
    Manish and Weisser, Christoph and Reuter, Arik and Säfken, Benjamin and Samiee,
    Soheila}, year={2024} }'
  chicago: 'Thielmann, Anton Frederik, Manish Kumar, Christoph Weisser, Arik Reuter,
    Benjamin Säfken, and Soheila Samiee. “Mambular: A Sequential Model for Tabular
    Deep Learning.” <i>Preprint</i>, 2024. <a href="https://doi.org/10.48550/arXiv.2408.06291">https://doi.org/10.48550/arXiv.2408.06291</a>.'
  ieee: 'A. F. Thielmann, M. Kumar, C. Weisser, A. Reuter, B. Säfken, and S. Samiee,
    “Mambular: A Sequential Model for Tabular Deep Learning,” <i>Preprint</i>, 2024.'
  mla: 'Thielmann, Anton Frederik, et al. “Mambular: A Sequential Model for Tabular
    Deep Learning.” <i>Preprint</i>, Arxiv, 2024, doi:<a href="https://doi.org/10.48550/arXiv.2408.06291">10.48550/arXiv.2408.06291</a>.'
  short: A.F. Thielmann, M. Kumar, C. Weisser, A. Reuter, B. Säfken, S. Samiee, Preprint
    (2024).
date_created: 2026-06-01T14:08:55Z
date_updated: 2026-06-02T13:21:46Z
doi: 10.48550/arXiv.2408.06291
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'Mambular: A Sequential Model for Tabular Deep Learning'
type: journal_article
user_id: '220548'
year: '2024'
...
---
_id: '6964'
author:
- first_name: Arik
  full_name: Reuter, Arik
  last_name: Reuter
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216497101
- first_name: Sebastian
  full_name: Fischer, Sebastian
  last_name: Fischer
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Bishnu
  full_name: Khadka, Bishnu
  last_name: Khadka
citation:
  alphadin: '<span style="font-variant:small-caps;">Reuter, Arik</span> ; <span style="font-variant:small-caps;">Thielmann,
    Anton</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; <span style="font-variant:small-caps;">Fischer, Sebastian</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span> ; <span style="font-variant:small-caps;">Khadka, Bishnu</span>:
    GPTopic: Dynamic and Interactive Topic Representations. In: <i>Preprint</i>, Arxiv
    (2024)'
  ama: 'Reuter A, Thielmann A, Weisser C, Fischer S, Säfken B, Khadka B. GPTopic:
    Dynamic and Interactive Topic Representations. <i>Preprint</i>. 2024. doi:<a href="https://doi.org/10.48550/arXiv.2403.03628">10.48550/arXiv.2403.03628</a>'
  apa: 'Reuter, A., Thielmann, A., Weisser, C., Fischer, S., Säfken, B., &#38; Khadka,
    B. (2024). GPTopic: Dynamic and Interactive Topic Representations. <i>Preprint</i>.
    <a href="https://doi.org/10.48550/arXiv.2403.03628">https://doi.org/10.48550/arXiv.2403.03628</a>'
  bibtex: '@article{Reuter_Thielmann_Weisser_Fischer_Säfken_Khadka_2024, title={GPTopic:
    Dynamic and Interactive Topic Representations}, DOI={<a href="https://doi.org/10.48550/arXiv.2403.03628">10.48550/arXiv.2403.03628</a>},
    journal={Preprint}, publisher={Arxiv}, author={Reuter, Arik and Thielmann, Anton
    and Weisser, Christoph and Fischer, Sebastian and Säfken, Benjamin and Khadka,
    Bishnu}, year={2024} }'
  chicago: 'Reuter, Arik, Anton Thielmann, Christoph Weisser, Sebastian Fischer, Benjamin
    Säfken, and Bishnu Khadka. “GPTopic: Dynamic and Interactive Topic Representations.”
    <i>Preprint</i>, 2024. <a href="https://doi.org/10.48550/arXiv.2403.03628">https://doi.org/10.48550/arXiv.2403.03628</a>.'
  ieee: 'A. Reuter, A. Thielmann, C. Weisser, S. Fischer, B. Säfken, and B. Khadka,
    “GPTopic: Dynamic and Interactive Topic Representations,” <i>Preprint</i>, 2024.'
  mla: 'Reuter, Arik, et al. “GPTopic: Dynamic and Interactive Topic Representations.”
    <i>Preprint</i>, Arxiv, 2024, doi:<a href="https://doi.org/10.48550/arXiv.2403.03628">10.48550/arXiv.2403.03628</a>.'
  short: A. Reuter, A. Thielmann, C. Weisser, S. Fischer, B. Säfken, B. Khadka, Preprint
    (2024).
date_created: 2026-06-01T14:09:30Z
date_updated: 2026-06-02T13:19:23Z
doi: 10.48550/arXiv.2403.03628
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'GPTopic: Dynamic and Interactive Topic Representations'
type: journal_article
user_id: '220548'
year: '2024'
...
---
_id: '6965'
author:
- first_name: Henry
  full_name: Stemmler, Henry
  last_name: Stemmler
- first_name: Friederike
  full_name: Lenel, Friederike
  last_name: Lenel
- first_name: Krisztina
  full_name: Kis-Katos, Krisztina
  last_name: Kis-Katos
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216494754
citation:
  alphadin: '<span style="font-variant:small-caps;">Stemmler, Henry</span> ; <span
    style="font-variant:small-caps;">Lenel, Friederike</span> ; <span style="font-variant:small-caps;">Kis-Katos,
    Krisztina</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>:
    Solar Technology as a Shock-Coping Device: Evidence From Rural Tanzania. In: <i>Preprint</i>,
    Ssrn (2024)'
  ama: 'Stemmler H, Lenel F, Kis-Katos K, Weisser C. Solar Technology as a Shock-Coping
    Device: Evidence From Rural Tanzania. <i>Preprint</i>. 2024. doi:<a href="https://doi.org/10.2139/ssrn.5046518">10.2139/ssrn.5046518</a>'
  apa: 'Stemmler, H., Lenel, F., Kis-Katos, K., &#38; Weisser, C. (2024). Solar Technology
    as a Shock-Coping Device: Evidence From Rural Tanzania. <i>Preprint</i>. <a href="https://doi.org/10.2139/ssrn.5046518">https://doi.org/10.2139/ssrn.5046518</a>'
  bibtex: '@article{Stemmler_Lenel_Kis-Katos_Weisser_2024, title={Solar Technology
    as a Shock-Coping Device: Evidence From Rural Tanzania}, DOI={<a href="https://doi.org/10.2139/ssrn.5046518">10.2139/ssrn.5046518</a>},
    journal={Preprint}, publisher={Ssrn}, author={Stemmler, Henry and Lenel, Friederike
    and Kis-Katos, Krisztina and Weisser, Christoph}, year={2024} }'
  chicago: 'Stemmler, Henry, Friederike Lenel, Krisztina Kis-Katos, and Christoph
    Weisser. “Solar Technology as a Shock-Coping Device: Evidence From Rural Tanzania.”
    <i>Preprint</i>, 2024. <a href="https://doi.org/10.2139/ssrn.5046518">https://doi.org/10.2139/ssrn.5046518</a>.'
  ieee: 'H. Stemmler, F. Lenel, K. Kis-Katos, and C. Weisser, “Solar Technology as
    a Shock-Coping Device: Evidence From Rural Tanzania,” <i>Preprint</i>, 2024.'
  mla: 'Stemmler, Henry, et al. “Solar Technology as a Shock-Coping Device: Evidence
    From Rural Tanzania.” <i>Preprint</i>, Ssrn, 2024, doi:<a href="https://doi.org/10.2139/ssrn.5046518">10.2139/ssrn.5046518</a>.'
  short: H. Stemmler, F. Lenel, K. Kis-Katos, C. Weisser, Preprint (2024).
date_created: 2026-06-01T14:11:53Z
date_updated: 2026-06-02T12:54:28Z
doi: 10.2139/ssrn.5046518
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Ssrn
status: public
title: 'Solar Technology as a Shock-Coping Device: Evidence From Rural Tanzania'
type: journal_article
user_id: '220548'
year: '2024'
...
---
_id: '6943'
article_number: '121'
article_type: original
author:
- first_name: Gillian
  full_name: Kant, Gillian
  last_name: Kant
- first_name: Ivan
  full_name: Zhelyazkov, Ivan
  last_name: Zhelyazkov
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216492287
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Christoph
  full_name: Ehrling, Christoph
  last_name: Ehrling
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Kant, Gillian</span> ; <span style="font-variant:small-caps;">Zhelyazkov,
    Ivan</span> ; <span style="font-variant:small-caps;">Thielmann, Anton</span> ;
    <span style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Schlee,
    Michael</span> ; <span style="font-variant:small-caps;">Ehrling, Christoph</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span> ; <span style="font-variant:small-caps;">Kneib,
    Thomas</span>: One-Way Ticket to the Moon? An NLP-Based Insight on the Phenomenon
    of Small-Scale Neo-Broker Trading. In: <i>Social Network Analysis and Mining</i>
    Bd. 14, Springer (2024)'
  ama: Kant G, Zhelyazkov I, Thielmann A, et al. One-Way Ticket to the Moon? An NLP-Based
    Insight on the Phenomenon of Small-Scale Neo-Broker Trading. <i>Social Network
    Analysis and Mining</i>. 2024;14. doi:<a href="https://doi.org/10.1007/s13278-024-01273-2">10.1007/s13278-024-01273-2</a>
  apa: Kant, G., Zhelyazkov, I., Thielmann, A., Weisser, C., Schlee, M., Ehrling,
    C., … Kneib, T. (2024). One-Way Ticket to the Moon? An NLP-Based Insight on the
    Phenomenon of Small-Scale Neo-Broker Trading. <i>Social Network Analysis and Mining</i>,
    <i>14</i>. <a href="https://doi.org/10.1007/s13278-024-01273-2">https://doi.org/10.1007/s13278-024-01273-2</a>
  bibtex: '@article{Kant_Zhelyazkov_Thielmann_Weisser_Schlee_Ehrling_Säfken_Kneib_2024,
    title={One-Way Ticket to the Moon? An NLP-Based Insight on the Phenomenon of Small-Scale
    Neo-Broker Trading}, volume={14}, DOI={<a href="https://doi.org/10.1007/s13278-024-01273-2">10.1007/s13278-024-01273-2</a>},
    number={121}, journal={Social Network Analysis and Mining}, publisher={Springer},
    author={Kant, Gillian and Zhelyazkov, Ivan and Thielmann, Anton and Weisser, Christoph
    and Schlee, Michael and Ehrling, Christoph and Säfken, Benjamin and Kneib, Thomas},
    year={2024} }'
  chicago: Kant, Gillian, Ivan Zhelyazkov, Anton Thielmann, Christoph Weisser, Michael
    Schlee, Christoph Ehrling, Benjamin Säfken, and Thomas Kneib. “One-Way Ticket
    to the Moon? An NLP-Based Insight on the Phenomenon of Small-Scale Neo-Broker
    Trading.” <i>Social Network Analysis and Mining</i> 14 (2024). <a href="https://doi.org/10.1007/s13278-024-01273-2">https://doi.org/10.1007/s13278-024-01273-2</a>.
  ieee: G. Kant <i>et al.</i>, “One-Way Ticket to the Moon? An NLP-Based Insight on
    the Phenomenon of Small-Scale Neo-Broker Trading,” <i>Social Network Analysis
    and Mining</i>, vol. 14, 2024.
  mla: Kant, Gillian, et al. “One-Way Ticket to the Moon? An NLP-Based Insight on
    the Phenomenon of Small-Scale Neo-Broker Trading.” <i>Social Network Analysis
    and Mining</i>, vol. 14, 121, Springer, 2024, doi:<a href="https://doi.org/10.1007/s13278-024-01273-2">10.1007/s13278-024-01273-2</a>.
  short: G. Kant, I. Zhelyazkov, A. Thielmann, C. Weisser, M. Schlee, C. Ehrling,
    B. Säfken, T. Kneib, Social Network Analysis and Mining 14 (2024).
date_created: 2026-06-01T13:56:12Z
date_updated: 2026-06-02T12:22:55Z
doi: 10.1007/s13278-024-01273-2
intvolume: '        14'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Social Network Analysis and Mining
publication_identifier:
  eissn:
  - 1869-5469
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: One-Way Ticket to the Moon? An NLP-Based Insight on the Phenomenon of Small-Scale
  Neo-Broker Trading
type: journal_article
user_id: '220548'
volume: 14
year: '2024'
...
---
_id: '6922'
author:
- first_name: Anton Frederik
  full_name: Thielmann, Anton Frederik
  last_name: Thielmann
- first_name: 'Arik '
  full_name: 'Reuter, Arik '
  last_name: Reuter
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
- first_name: 'Benjamin '
  full_name: 'Säfken, Benjamin '
  last_name: Säfken
- first_name: 'Gillian '
  full_name: 'Kant, Gillian '
  last_name: Kant
- first_name: 'Manish '
  full_name: 'Kumar, Manish '
  last_name: Kumar
citation:
  alphadin: '<span style="font-variant:small-caps;">Thielmann, Anton Frederik</span>
    ; <span style="font-variant:small-caps;">Reuter, Arik </span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Säfken, Benjamin </span>
    ; <span style="font-variant:small-caps;">Kant, Gillian </span> ; <span style="font-variant:small-caps;">Kumar,
    Manish </span>: STREAM: Simplified Topic Retrieval, Exploration, and Analysis
    Module. In: <span style="font-variant:small-caps;">Ku, L.-W.</span> ; <span style="font-variant:small-caps;">Martins,
    A.</span> ; <span style="font-variant:small-caps;">Srikumar, V.</span> (Hrsg.):
    <i>Proceedings of the 62nd Annual Meeting of the Association for Computational
    Linguistics (ACL), Volume 2: Short Papers</i>. Bd. 2. Bangkok, thailand : Association
    For Computational Linguistics, 2024, S. 435–444'
  ama: 'Thielmann AF, Reuter A, Weisser C, Säfken B, Kant G, Kumar M. STREAM: Simplified
    Topic Retrieval, Exploration, and Analysis Module. In: Ku L-W, Martins A, Srikumar
    V, eds. <i>Proceedings of the 62nd Annual Meeting of the Association for Computational
    Linguistics (ACL), Volume 2: Short Papers</i>. Vol 2. Bangkok, thailand: Association
    For Computational Linguistics; 2024:435-444. doi:<a href="https://doi.org/10.18653/v1/2024.acl-short.41">10.18653/v1/2024.acl-short.41</a>'
  apa: 'Thielmann, A. F., Reuter, A., Weisser, C., Säfken, B., Kant, G., &#38; Kumar,
    M. (2024). STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module.
    In L.-W. Ku, A. Martins, &#38; V. Srikumar (Eds.), <i>Proceedings of the 62nd
    Annual Meeting of the Association for Computational Linguistics (ACL), Volume
    2: Short Papers</i> (Vol. 2, pp. 435–444). Bangkok, thailand: Association For
    Computational Linguistics. <a href="https://doi.org/10.18653/v1/2024.acl-short.41">https://doi.org/10.18653/v1/2024.acl-short.41</a>'
  bibtex: '@inproceedings{Thielmann_Reuter_Weisser_Säfken_Kant_Kumar_2024, place={Bangkok,
    thailand}, title={STREAM: Simplified Topic Retrieval, Exploration, and Analysis
    Module}, volume={2}, DOI={<a href="https://doi.org/10.18653/v1/2024.acl-short.41">10.18653/v1/2024.acl-short.41</a>},
    booktitle={Proceedings of the 62nd Annual Meeting of the Association for Computational
    Linguistics (ACL), Volume 2: Short Papers}, publisher={Association For Computational
    Linguistics}, author={Thielmann, Anton Frederik and Reuter, Arik  and Weisser,
    Christoph and Säfken, Benjamin  and Kant, Gillian  and Kumar, Manish }, editor={Ku,
    Lun-Wei and Martins, Andre  and Srikumar, Vivek Editors}, year={2024}, pages={435–444}
    }'
  chicago: 'Thielmann, Anton Frederik, Arik  Reuter, Christoph Weisser, Benjamin  Säfken,
    Gillian  Kant, and Manish  Kumar. “STREAM: Simplified Topic Retrieval, Exploration,
    and Analysis Module.” In <i>Proceedings of the 62nd Annual Meeting of the Association
    for Computational Linguistics (ACL), Volume 2: Short Papers</i>, edited by Lun-Wei
    Ku, Andre  Martins, and Vivek  Srikumar, 2:435–44. Bangkok, thailand: Association
    For Computational Linguistics, 2024. <a href="https://doi.org/10.18653/v1/2024.acl-short.41">https://doi.org/10.18653/v1/2024.acl-short.41</a>.'
  ieee: 'A. F. Thielmann, A. Reuter, C. Weisser, B. Säfken, G. Kant, and M. Kumar,
    “STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module,” in <i>Proceedings
    of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL),
    Volume 2: Short Papers</i>, Bangkok, Thailand, 2024, vol. 2, pp. 435–444.'
  mla: 'Thielmann, Anton Frederik, et al. “STREAM: Simplified Topic Retrieval, Exploration,
    and Analysis Module.” <i>Proceedings of the 62nd Annual Meeting of the Association
    for Computational Linguistics (ACL), Volume 2: Short Papers</i>, edited by Lun-Wei
    Ku et al., vol. 2, Association For Computational Linguistics, 2024, pp. 435–44,
    doi:<a href="https://doi.org/10.18653/v1/2024.acl-short.41">10.18653/v1/2024.acl-short.41</a>.'
  short: 'A.F. Thielmann, A. Reuter, C. Weisser, B. Säfken, G. Kant, M. Kumar, in:
    L.-W. Ku, A. Martins, V. Srikumar (Eds.), Proceedings of the 62nd Annual Meeting
    of the Association for Computational Linguistics (ACL), Volume 2: Short Papers,
    Association For Computational Linguistics, Bangkok, thailand, 2024, pp. 435–444.'
conference:
  end_date: 2024-08-16
  location: Bangkok, Thailand
  name: 62nd Annual Meeting of the Association for Computational Linguistics
  start_date: 2024-08-11
date_created: 2026-05-28T11:19:00Z
date_updated: 2026-05-29T07:40:38Z
doi: 10.18653/v1/2024.acl-short.41
editor:
- first_name: Lun-Wei
  full_name: Ku, Lun-Wei
  last_name: Ku
- first_name: 'Andre '
  full_name: 'Martins, Andre '
  last_name: Martins
- first_name: 'Vivek '
  full_name: 'Srikumar, Vivek '
  last_name: Srikumar
intvolume: '         2'
language:
- iso: eng
page: 435-444
place: Bangkok, thailand
publication: 'Proceedings of the 62nd Annual Meeting of the Association for Computational
  Linguistics (ACL), Volume 2: Short Papers'
publication_status: published
publisher: Association For Computational Linguistics
quality_controlled: '1'
status: public
title: 'STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module'
type: conference
user_id: '220548'
volume: 2
year: '2024'
...
---
_id: '6921'
article_type: original
author:
- first_name: Parastoo
  full_name: Semnani, Parastoo
  last_name: Semnani
- first_name: Mihail
  full_name: Bogojeski, Mihail
  last_name: Bogojeski
- first_name: Florian
  full_name: Bley, Florian
  last_name: Bley
- first_name: Zizheng
  full_name: Zhang, Zizheng
  last_name: Zhang
- first_name: Qiong
  full_name: Wu, Qiong
  last_name: Wu
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Jan
  full_name: Herrmann, Jan
  last_name: Herrmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
- first_name: Florina
  full_name: Patcas, Florina
  last_name: Patcas
- first_name: Klaus-Robert
  full_name: Müller, Klaus-Robert
  last_name: Müller
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Semnani,
    Parastoo</span> ; <span style="font-variant:small-caps;">Bogojeski, Mihail</span>
    ; <span style="font-variant:small-caps;">Bley, Florian</span> ; <span style="font-variant:small-caps;">Zhang,
    Zizheng</span> ; <span style="font-variant:small-caps;">Wu, Qiong</span> ; <span
    style="font-variant:small-caps;">Kneib, Thomas</span> ; <span style="font-variant:small-caps;">Herrmann,
    Jan</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; u. a.</span>: A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery. In: <i>Journal of Physical Chemistry C</i> Bd.
    128 (2024), Nr. 50, S. 21349–21367'
  ama: Semnani P, Bogojeski M, Bley F, et al. A Machine Learning and Explainable AI
    Framework Tailored for Unbalanced Experimental Catalyst Discovery. <i>Journal
    of Physical Chemistry C</i>. 2024;128(50):21349-21367. doi:<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>
  apa: Semnani, P., Bogojeski, M., Bley, F., Zhang, Z., Wu, Q., Kneib, T., … Müller,
    K.-R. (2024). A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery. <i>Journal of Physical Chemistry C</i>, <i>128</i>(50),
    21349–21367. <a href="https://doi.org/10.1021/acs.jpcc.4c05332">https://doi.org/10.1021/acs.jpcc.4c05332</a>
  bibtex: '@article{Semnani_Bogojeski_Bley_Zhang_Wu_Kneib_Herrmann_Weisser_Patcas_Müller_2024,
    title={A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery}, volume={128}, DOI={<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>},
    number={50}, journal={Journal of Physical Chemistry C}, author={Semnani, Parastoo
    and Bogojeski, Mihail and Bley, Florian and Zhang, Zizheng and Wu, Qiong and Kneib,
    Thomas and Herrmann, Jan and Weisser, Christoph and Patcas, Florina and Müller,
    Klaus-Robert}, year={2024}, pages={21349–21367} }'
  chicago: 'Semnani, Parastoo, Mihail Bogojeski, Florian Bley, Zizheng Zhang, Qiong
    Wu, Thomas Kneib, Jan Herrmann, Christoph Weisser, Florina Patcas, and Klaus-Robert
    Müller. “A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery.” <i>Journal of Physical Chemistry C</i> 128,
    no. 50 (2024): 21349–67. <a href="https://doi.org/10.1021/acs.jpcc.4c05332">https://doi.org/10.1021/acs.jpcc.4c05332</a>.'
  ieee: P. Semnani <i>et al.</i>, “A Machine Learning and Explainable AI Framework
    Tailored for Unbalanced Experimental Catalyst Discovery,” <i>Journal of Physical
    Chemistry C</i>, vol. 128, no. 50, pp. 21349–21367, 2024.
  mla: Semnani, Parastoo, et al. “A Machine Learning and Explainable AI Framework
    Tailored for Unbalanced Experimental Catalyst Discovery.” <i>Journal of Physical
    Chemistry C</i>, vol. 128, no. 50, 2024, pp. 21349–67, doi:<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>.
  short: P. Semnani, M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann,
    C. Weisser, F. Patcas, K.-R. Müller, Journal of Physical Chemistry C 128 (2024)
    21349–21367.
date_created: 2026-05-28T11:16:13Z
date_updated: 2026-05-29T07:23:09Z
doi: 10.1021/acs.jpcc.4c05332
intvolume: '       128'
issue: '50'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 21349-21367
publication: Journal of Physical Chemistry C
publication_identifier:
  eissn:
  - 1932-7455
  issn:
  - 1932-7447
publication_status: published
quality_controlled: '1'
status: public
title: A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental
  Catalyst Discovery
type: journal_article
user_id: '220548'
volume: 128
year: '2024'
...
---
_id: '6944'
article_type: original
author:
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216491994
- first_name: Christoph
  full_name: Gerloff, Christoph
  last_name: Gerloff
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Andre
  full_name: Python, Andre
  last_name: Python
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Arik
  full_name: Reuter, Arik
  last_name: Reuter
citation:
  alphadin: '<span style="font-variant:small-caps;">Weisser, Christoph</span> ; <span
    style="font-variant:small-caps;">Gerloff, Christoph</span> ; <span style="font-variant:small-caps;">Thielmann,
    Anton</span> ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>
    ; <span style="font-variant:small-caps;">Python, Andre</span> ; <span style="font-variant:small-caps;">Kneib,
    Thomas</span> ; <span style="font-variant:small-caps;">Reuter, Arik</span>: Pseudo-Document
    Simulation Method for Topic Model Evaluation on Short and Sparse Text Using Twitter
    Data. In: <i>Computational Statistics</i> Bd. 38, Springer (2023), Nr. 4, S. 647–674'
  ama: Weisser C, Gerloff C, Thielmann A, et al. Pseudo-Document Simulation Method
    for Topic Model Evaluation on Short and Sparse Text Using Twitter Data. <i>Computational
    Statistics</i>. 2023;38(4):647-674. doi:<a href="https://doi.org/10.1007/s00180-022-01246-z">10.1007/s00180-022-01246-z</a>
  apa: Weisser, C., Gerloff, C., Thielmann, A., Säfken, B., Python, A., Kneib, T.,
    &#38; Reuter, A. (2023). Pseudo-Document Simulation Method for Topic Model Evaluation
    on Short and Sparse Text Using Twitter Data. <i>Computational Statistics</i>,
    <i>38</i>(4), 647–674. <a href="https://doi.org/10.1007/s00180-022-01246-z">https://doi.org/10.1007/s00180-022-01246-z</a>
  bibtex: '@article{Weisser_Gerloff_Thielmann_Säfken_Python_Kneib_Reuter_2023, title={Pseudo-Document
    Simulation Method for Topic Model Evaluation on Short and Sparse Text Using Twitter
    Data}, volume={38}, DOI={<a href="https://doi.org/10.1007/s00180-022-01246-z">10.1007/s00180-022-01246-z</a>},
    number={4}, journal={Computational Statistics}, publisher={Springer}, author={Weisser,
    Christoph and Gerloff, Christoph and Thielmann, Anton and Säfken, Benjamin and
    Python, Andre and Kneib, Thomas and Reuter, Arik}, year={2023}, pages={647–674}
    }'
  chicago: 'Weisser, Christoph, Christoph Gerloff, Anton Thielmann, Benjamin Säfken,
    Andre Python, Thomas Kneib, and Arik Reuter. “Pseudo-Document Simulation Method
    for Topic Model Evaluation on Short and Sparse Text Using Twitter Data.” <i>Computational
    Statistics</i> 38, no. 4 (2023): 647–74. <a href="https://doi.org/10.1007/s00180-022-01246-z">https://doi.org/10.1007/s00180-022-01246-z</a>.'
  ieee: C. Weisser <i>et al.</i>, “Pseudo-Document Simulation Method for Topic Model
    Evaluation on Short and Sparse Text Using Twitter Data,” <i>Computational Statistics</i>,
    vol. 38, no. 4, pp. 647–674, 2023.
  mla: Weisser, Christoph, et al. “Pseudo-Document Simulation Method for Topic Model
    Evaluation on Short and Sparse Text Using Twitter Data.” <i>Computational Statistics</i>,
    vol. 38, no. 4, Springer, 2023, pp. 647–74, doi:<a href="https://doi.org/10.1007/s00180-022-01246-z">10.1007/s00180-022-01246-z</a>.
  short: C. Weisser, C. Gerloff, A. Thielmann, B. Säfken, A. Python, T. Kneib, A.
    Reuter, Computational Statistics 38 (2023) 647–674.
date_created: 2026-06-01T13:56:37Z
date_updated: 2026-06-02T12:19:56Z
doi: 10.1007/s00180-022-01246-z
intvolume: '        38'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 647-674
publication: Computational Statistics
publication_identifier:
  eissn:
  - 1613-9658
  issn:
  - 0943-4062
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Pseudo-Document Simulation Method for Topic Model Evaluation on Short and Sparse
  Text Using Twitter Data
type: journal_article
user_id: '220548'
volume: 38
year: '2023'
...
---
_id: '6967'
author:
- first_name: Andreas
  full_name: Buchmüller, Andreas
  last_name: Buchmüller
- first_name: Gillian
  full_name: Kant, Gillian
  last_name: Kant
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216496981
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Krisztina
  full_name: Kis-Katos, Krisztina
  last_name: Kis-Katos
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Buchmüller, Andreas</span> ; <span
    style="font-variant:small-caps;">Kant, Gillian</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>
    ; <span style="font-variant:small-caps;">Kis-Katos, Krisztina</span> ; <span style="font-variant:small-caps;">Kneib,
    Thomas</span>: Twitmo: A Twitter Data Topic Modeling and Visualization Package
    for R. In: <i>Preprint</i>, Arxiv (2022)'
  ama: 'Buchmüller A, Kant G, Weisser C, Säfken B, Kis-Katos K, Kneib T. Twitmo: A
    Twitter Data Topic Modeling and Visualization Package for R. <i>Preprint</i>.
    2022. doi:<a href="https://doi.org/10.48550/arXiv.2207.11236">10.48550/arXiv.2207.11236</a>'
  apa: 'Buchmüller, A., Kant, G., Weisser, C., Säfken, B., Kis-Katos, K., &#38; Kneib,
    T. (2022). Twitmo: A Twitter Data Topic Modeling and Visualization Package for
    R. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2207.11236">https://doi.org/10.48550/arXiv.2207.11236</a>'
  bibtex: '@article{Buchmüller_Kant_Weisser_Säfken_Kis-Katos_Kneib_2022, title={Twitmo:
    A Twitter Data Topic Modeling and Visualization Package for R}, DOI={<a href="https://doi.org/10.48550/arXiv.2207.11236">10.48550/arXiv.2207.11236</a>},
    journal={Preprint}, publisher={Arxiv}, author={Buchmüller, Andreas and Kant, Gillian
    and Weisser, Christoph and Säfken, Benjamin and Kis-Katos, Krisztina and Kneib,
    Thomas}, year={2022} }'
  chicago: 'Buchmüller, Andreas, Gillian Kant, Christoph Weisser, Benjamin Säfken,
    Krisztina Kis-Katos, and Thomas Kneib. “Twitmo: A Twitter Data Topic Modeling
    and Visualization Package for R.” <i>Preprint</i>, 2022. <a href="https://doi.org/10.48550/arXiv.2207.11236">https://doi.org/10.48550/arXiv.2207.11236</a>.'
  ieee: 'A. Buchmüller, G. Kant, C. Weisser, B. Säfken, K. Kis-Katos, and T. Kneib,
    “Twitmo: A Twitter Data Topic Modeling and Visualization Package for R,” <i>Preprint</i>,
    2022.'
  mla: 'Buchmüller, Andreas, et al. “Twitmo: A Twitter Data Topic Modeling and Visualization
    Package for R.” <i>Preprint</i>, Arxiv, 2022, doi:<a href="https://doi.org/10.48550/arXiv.2207.11236">10.48550/arXiv.2207.11236</a>.'
  short: A. Buchmüller, G. Kant, C. Weisser, B. Säfken, K. Kis-Katos, T. Kneib, Preprint
    (2022).
date_created: 2026-06-01T14:12:44Z
date_updated: 2026-06-02T13:17:06Z
doi: 10.48550/arXiv.2207.11236
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'Twitmo: A Twitter Data Topic Modeling and Visualization Package for R'
type: journal_article
user_id: '220548'
year: '2022'
...
---
_id: '6945'
author:
- first_name: Arne
  full_name: Tillmann, Arne
  last_name: Tillmann
- first_name: Lindrit
  full_name: Kqiku, Lindrit
  last_name: Kqiku
- first_name: Delphine
  full_name: Reinhardt, Delphine
  last_name: Reinhardt
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216472846
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Tillmann, Arne</span> ; <span
    style="font-variant:small-caps;">Kqiku, Lindrit</span> ; <span style="font-variant:small-caps;">Reinhardt,
    Delphine</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span> ; <span style="font-variant:small-caps;">Kneib,
    Thomas</span>: Privacy Estimation on Twitter: Modelling the Effect of Latent Topics
    on Privacy by Integrating XGBoost, Topic and Generalized Additive Models. In:
    <span style="font-variant:small-caps;">The Institute of Electrical and Electronics
    Engineers, Inc.</span> (Hrsg.): <i>Proceedings of the 2022 IEEE SmartWorld, Ubiquitous
    Intelligence &#38; Computing, Scalable Computing &#38; Communications, Digital
    Twin, Privacy Computing, Metaverse, Autonomous &#38; Trusted Vehicles, IoP, &#38;
    SCI</i>. Piscataway, nj : Ieee, 2022, S. 2325–2332'
  ama: 'Tillmann A, Kqiku L, Reinhardt D, Weisser C, Säfken B, Kneib T. Privacy Estimation
    on Twitter: Modelling the Effect of Latent Topics on Privacy by Integrating XGBoost,
    Topic and Generalized Additive Models. In: The Institute of Electrical and Electronics
    Engineers, Inc., ed. <i>Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence
    &#38; Computing, Scalable Computing &#38; Communications, Digital Twin, Privacy
    Computing, Metaverse, Autonomous &#38; Trusted Vehicles, IoP, &#38; SCI</i>. Piscataway,
    nj: Ieee; 2022:2325-2332. doi:<a href="https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365">10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365</a>'
  apa: 'Tillmann, A., Kqiku, L., Reinhardt, D., Weisser, C., Säfken, B., &#38; Kneib,
    T. (2022). Privacy Estimation on Twitter: Modelling the Effect of Latent Topics
    on Privacy by Integrating XGBoost, Topic and Generalized Additive Models. In The
    Institute of Electrical and Electronics Engineers, Inc. (Ed.), <i>Proceedings
    of the 2022 IEEE SmartWorld, Ubiquitous Intelligence &#38; Computing, Scalable
    Computing &#38; Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous
    &#38; Trusted Vehicles, IoP, &#38; SCI</i> (pp. 2325–2332). Piscataway, nj: Ieee.
    <a href="https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365">https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365</a>'
  bibtex: '@inproceedings{Tillmann_Kqiku_Reinhardt_Weisser_Säfken_Kneib_2022, place={Piscataway,
    nj}, title={Privacy Estimation on Twitter: Modelling the Effect of Latent Topics
    on Privacy by Integrating XGBoost, Topic and Generalized Additive Models}, DOI={<a
    href="https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365">10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365</a>},
    booktitle={Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence &#38;
    Computing, Scalable Computing &#38; Communications, Digital Twin, Privacy Computing,
    Metaverse, Autonomous &#38; Trusted Vehicles, IoP, &#38; SCI}, publisher={Ieee},
    author={Tillmann, Arne and Kqiku, Lindrit and Reinhardt, Delphine and Weisser,
    Christoph and Säfken, Benjamin and Kneib, Thomas}, editor={The Institute of Electrical
    and Electronics Engineers, Inc.Editor}, year={2022}, pages={2325–2332} }'
  chicago: 'Tillmann, Arne, Lindrit Kqiku, Delphine Reinhardt, Christoph Weisser,
    Benjamin Säfken, and Thomas Kneib. “Privacy Estimation on Twitter: Modelling the
    Effect of Latent Topics on Privacy by Integrating XGBoost, Topic and Generalized
    Additive Models.” In <i>Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence
    &#38; Computing, Scalable Computing &#38; Communications, Digital Twin, Privacy
    Computing, Metaverse, Autonomous &#38; Trusted Vehicles, IoP, &#38; SCI</i>, edited
    by The Institute of Electrical and Electronics Engineers, Inc., 2325–32. Piscataway,
    nj: Ieee, 2022. <a href="https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365">https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365</a>.'
  ieee: 'A. Tillmann, L. Kqiku, D. Reinhardt, C. Weisser, B. Säfken, and T. Kneib,
    “Privacy Estimation on Twitter: Modelling the Effect of Latent Topics on Privacy
    by Integrating XGBoost, Topic and Generalized Additive Models,” in <i>Proceedings
    of the 2022 IEEE SmartWorld, Ubiquitous Intelligence &#38; Computing, Scalable
    Computing &#38; Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous
    &#38; Trusted Vehicles, IoP, &#38; SCI</i>, Haikou, China, 2022, pp. 2325–2332.'
  mla: 'Tillmann, Arne, et al. “Privacy Estimation on Twitter: Modelling the Effect
    of Latent Topics on Privacy by Integrating XGBoost, Topic and Generalized Additive
    Models.” <i>Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence &#38;
    Computing, Scalable Computing &#38; Communications, Digital Twin, Privacy Computing,
    Metaverse, Autonomous &#38; Trusted Vehicles, IoP, &#38; SCI</i>, edited by The
    Institute of Electrical and Electronics Engineers, Inc., Ieee, 2022, pp. 2325–32,
    doi:<a href="https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365">10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365</a>.'
  short: 'A. Tillmann, L. Kqiku, D. Reinhardt, C. Weisser, B. Säfken, T. Kneib, in:
    The Institute of Electrical and Electronics Engineers, Inc. (Ed.), Proceedings
    of the 2022 IEEE SmartWorld, Ubiquitous Intelligence &#38; Computing, Scalable
    Computing &#38; Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous
    &#38; Trusted Vehicles, IoP, &#38; SCI, Ieee, Piscataway, nj, 2022, pp. 2325–2332.'
conference:
  end_date: 2022-12-18
  location: Haikou, China
  name: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing
    & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted
    Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)
  start_date: 2022-12-15
corporate_editor:
- The Institute of Electrical and Electronics Engineers, Inc.
date_created: 2026-06-01T13:57:05Z
date_updated: 2026-06-02T09:11:55Z
doi: 10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00365
language:
- iso: eng
page: 2325-2332
place: Piscataway, nj
publication: Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence & Computing,
  Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse,
  Autonomous & Trusted Vehicles, IoP, & SCI
publication_identifier:
  isbn:
  - 979-8-3503-4655-8
publication_status: published
publisher: Ieee
quality_controlled: '1'
status: public
title: 'Privacy Estimation on Twitter: Modelling the Effect of Latent Topics on Privacy
  by Integrating XGBoost, Topic and Generalized Additive Models'
type: conference
user_id: '220548'
year: '2022'
...