Sophie Burkhardt

13 papers Misc 2Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Focusing Knowledge-based Graph Argument Mining via Topic Modeling.
CoRR
Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
2021 J jnl
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
Frontiers Artif. Intell.
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
2021 — conf
Topic-Guided Knowledge Graph Construction for Argument Mining.
ICBK
Weichen Li, Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
2020 J jnl
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation.
CoRR
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
2020 Misc conf
Towards Identifying Drug Side Effects from Social Media Using Active Learning andCrowd Sourcing.
PSB
Sophie Burkhardt, Julia Siekiera, Josua Glodde, Miguel A. Andrade-Navarro, Stefan Kramer
2019 J jnl
A Survey of Multi-Label Topic Models.
SIGKDD Explor.
Sophie Burkhardt, Stefan Kramer
2019 J jnl
Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model.
J. Mach. Learn. Res.
Sophie Burkhardt, Stefan Kramer
2019 J jnl
Multi-label classification using stacked hierarchical Dirichlet processes with reduced sampling complexity.
Knowl. Inf. Syst.
Sophie Burkhardt, Stefan Kramer
2018 — —
Online Multi-label Text Classification using Topic Models.
Sophie Burkhardt
2018 J jnl
Online multi-label dependency topic models for text classification.
Mach. Learn.
Sophie Burkhardt, Stefan Kramer
2017 — conf
Multi-label Classification Using Stacked Hierarchical Dirichlet Processes with Reduced Sampling Complexity.
ICBK
Sophie Burkhardt, Stefan Kramer
2017 — conf
Online Sparse Collapsed Hybrid Variational-Gibbs Algorithm for Hierarchical Dirichlet Process Topic Models.
ECML/PKDD (2)
Sophie Burkhardt, Stefan Kramer
2015 Misc conf
On the spectrum between binary relevance and classifier chains in multi-label classification.
SAC
Sophie Burkhardt, Stefan Kramer