Sophie Burkhardt

ORCID

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 12

Top Venues

Johannes Gutenberg University Mainz, Germany (PHD)

Education History

Johannes Gutenberg University Mainz, Germany

PHD

Publications

Weichen Li, Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
Topic-Guided Knowledge Graph Construction for Argument Mining. ICBK (2021)
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation. Frontiers Artif. Intell. 4 (2021)
Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
Focusing Knowledge-based Graph Argument Mining via Topic Modeling. CoRR (2021)
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation. CoRR (2020)
Sophie Burkhardt, Julia Siekiera, Josua Glodde, Miguel A. Andrade-Navarro, Stefan Kramer
Towards Identifying Drug Side Effects from Social Media Using Active Learning andCrowd Sourcing. PSB (2020)
Sophie Burkhardt, Stefan Kramer
Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model. J. Mach. Learn. Res. 20 (2019)
Sophie Burkhardt, Stefan Kramer
Multi-label classification using stacked hierarchical Dirichlet processes with reduced sampling complexity. Knowl. Inf. Syst. 59 (1) (2019)
Sophie Burkhardt, Stefan Kramer
A Survey of Multi-Label Topic Models. SIGKDD Explor. 21 (2) (2019)
Sophie Burkhardt, Stefan Kramer
Online multi-label dependency topic models for text classification. Mach. Learn. 107 (5) (2018)
Sophie Burkhardt, Stefan Kramer
Multi-label Classification Using Stacked Hierarchical Dirichlet Processes with Reduced Sampling Complexity. ICBK (2017)
Sophie Burkhardt, Stefan Kramer
Online Sparse Collapsed Hybrid Variational-Gibbs Algorithm for Hierarchical Dirichlet Process Topic Models. ECML/PKDD (2) (2017)
Sophie Burkhardt, Stefan Kramer
On the spectrum between binary relevance and classifier chains in multi-label classification. SAC (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sophie Burkhardt