Fabian Hoppe

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Text Classification

Hierarchical Classification

Long Term Preservation

Top Venues

WWW (Companion Volume)

Publications

Fabian Hoppe, Ira Neitzel
A-posteriori reduced basis error-estimates for a semi-discrete in space quasilinear parabolic PDE. Comput. Optim. Appl. 87 (3) (2024)
Ryan Brate, Minh Hoang Dang, Fabian Hoppe, Yuan He, Albert Meroño-Peñuela, Vijay Sadashivaiah
Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs. DL4KG@ISWC (2022)
Fabian Hoppe, Ira Neitzel
Optimal Control of Quasilinear Parabolic PDEs with State-Constraints. SIAM J. Control. Optim. 60 (1) (2022)
Fabian Hoppe
Improving Zero-Shot Text Classification with Graph-based Knowledge Representations. DC@ISWC (2022)
Fabian Hoppe, Danilo Dessì, Harald Sack
Deep Learning meets Knowledge Graphs for Scholarly Data Classification. WWW (Companion Volume) (2021)
Fabian Hoppe, Danilo Dessì, Harald Sack
Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification. DL4KG@ISWC (2021)
Oleksandra Vsesviatska, Tabea Tietz, Fabian Hoppe, Mirjam Sprau, Nils Meyer, Danilo Dessì, Harald Sack
ArDO: an ontology to describe the dynamics of multimedia archival records. SAC (2021)
Mehwish Alam, Russa Biswas, Yiyi Chen, Danilo Dessì, Genet Asefa Gesese, Fabian Hoppe, Harald Sack
HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles. WWW (Companion Volume) (2021)
Genet Asefa Gesese, Fabian Hoppe, Mehwish Alam, Harald Sack
Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments. ISWC (Demos/Industry) (2020)
Fabian Hoppe, Tabea Tietz, Danilo Dessì, Mirjam Sprau, Mehwish Alam, Harald Sack
The Challenges of German Archival Document Categorization on Insufficient Labeled Data. WHiSe@ESWC (2020)