Anton Thielmann

Orcid: 0000-0002-6768-8992

According to our database¹, Anton Thielmann authored at least 10 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

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Bibliography

2024

Probabilistic Topic Modelling with Transformer Representations.

[BibT_eX]

[DOI]

CoRR, 2024

GPTopic: Dynamic and Interactive Topic Representations.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data.

[BibT_eX]

[DOI]

Comput. Stat., June, 2023

Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence.

[BibT_eX]

[DOI]

CoRR, 2023

Structural Neural Additive Models: Enhanced Interpretable Machine Learning.

[BibT_eX]

[DOI]

Mattias Luber

Anton Thielmann

Benjamin Säfken

CoRR, 2023

Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean.

[BibT_eX]

[DOI]

CoRR, 2023

Coherence based Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

2022

Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class.

[BibT_eX]

[DOI]

Anton Thielmann

Christoph Weisser

Benjamin Säfken

CoRR, 2022

2021

AuDoLab: Automatic document labelling and classification for extremely unbalanced data.

[BibT_eX]

[DOI]

Alexander Silbersdorff

Thomas Kneib

J. Open Source Softw., 2021

Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models.

[BibT_eX]

[DOI]

CoRR, 2021

Anton Thielmann

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