Anton Thielmann

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Document Clustering

Additive Models

Top Venues

Soc. Netw. Anal. Min.

Publications

Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken, Thomas Kneib
Probabilistic Topic Modelling with Transformer Representations. CoRR (2024)
Arik Reuter, Anton Thielmann, Benjamin Säfken
Neural Additive Image Model: Interpretation through Interpolation. CoRR (2024)
Arik Reuter, Anton Thielmann, Christoph Weisser, Sebastian Fischer, Benjamin Säfken
GPTopic: Dynamic and Interactive Topic Representations. CoRR (2024)
Gillian Kant, Ivan Zhelyazkov, Anton Thielmann, Christoph Weisser, Michael Schlee, Christoph Ehrling, Benjamin Säfken, Thomas Kneib
One-way ticket to the moon? An NLP-based insight on the phenomenon of small-scale neo-broker trading. Soc. Netw. Anal. Min. 14 (1) (2024)
Mattias Luber, Anton Thielmann, Benjamin Säfken
Structural Neural Additive Models: Enhanced Interpretable Machine Learning. CoRR (2023)
Anton Thielmann, Christoph Weisser, Thomas Kneib, Benjamin Säfken
Coherence based Document Clustering. ICSC (2023)
Anton Thielmann, Quentin Seifert, Arik Reuter, Elisabeth Bergherr, Benjamin Säfken
Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence. CoRR (2023)
Christoph Weisser, Christoph Gerloff, Anton Thielmann, Andre Python, Arik Reuter, Thomas Kneib, Benjamin Säfken
Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data. Comput. Stat. 38 (2) (2023)
Anton Thielmann, René-Marcel Kruse, Thomas Kneib, Benjamin Säfken
Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean. CoRR (2023)
Anton Thielmann, Christoph Weisser, Benjamin Säfken
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class. CoRR (2022)
Mattias Luber, Anton Thielmann, Christoph Weisser, Benjamin Säfken
Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models. CoRR (2021)
Arne Tillmann, Anton Thielmann, Gillian Kant, Christoph Weisser, Benjamin Säfken, Alexander Silbersdorff, Thomas Kneib
AuDoLab: Automatic document labelling and classification for extremely unbalanced data. J. Open Source Softw. 6 (66) (2021)