Jonas Rieger

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Text Collections

Latent Dirichlet Allocation

Top Venues

Text2Story@ECIR

Publications

Cedric Krause, Jonas Rieger, Jonathan Flossdorf, Carsten Jentsch, Fabian Beck
Visually Analyzing Topic Change Points in Temporal Text Collections. VMV (2023)
Jonas Rieger, Kostiantyn Yanchenko, Mattes Ruckdeschel, Gerret von Nordheim, Katharina Kleinen-von Königslöw, Gregor Wiedemann
Few-shot learning for automated content analysis: Efficient coding of arguments and claims in the debate on arms deliveries to Ukraine. CoRR (2023)
Jonas Rieger, Kai-Robin Lange, Jonathan Flossdorf, Carsten Jentsch
Dynamic change detection in topics based on rolling LDAs. Text2Story@ECIR (2022)
André Bittermann, Jonas Rieger
Finding Scientific Topics in Continuously Growing Text Corpora. SDP@COLING (2022)
Kai-Robin Lange, Jonas Rieger, Carsten Jentsch
Lex2Sent: A bagging approach to unsupervised sentiment analysis. CoRR (2022)
Oliver Grothe, Jonas Rieger
SVD-reduction of high-dimensional German spatio-temporal wind speed data and clusters of similarity. e-Energy (2022)
Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data. EMNLP (Findings) (2021)
Jonas Rieger, Jörg Rahnenführer, Carsten Jentsch
Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype. NLDB (2020)
Jonas Rieger
ldaPrototype: A method in R to get a Prototype of multiple Latent Dirichlet Allocations. J. Open Source Softw. 5 (51) (2020)
Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer
Assessing the Uncertainty of the Text Generating Process Using Topic Models. PKDD/ECML Workshops (2020)
Jonas Rieger, Lars Koppers, Carsten Jentsch, Jörg Rahnenführer
Improving Reliability of Latent Dirichlet Allocation by Assessing Its Stability Using Clustering Techniques on Replicated Runs. CoRR (2020)