Publications

  • Overall publications: 7
  • Publications in conference proceedings: 7
  • Publications in journals: 0

Conference Articles

2022

  1. Hoppe, F. (2022). Improving Zero-Shot Text Classification with Graph-based Knowledge Representations. Proceedings of the Doctoral Consortium at ISWC 2022, Co-Located with 21st International Semantic Web Conference (ISWC 2022). Details
  2. Brate, R., Dang, M.-H., Hoppe, F., He, Y., Meroño-Peñuela, A., & Sadashivaiah, V. (2022). Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs. Workshop on Deep Learning for Knowledge Graphs (DL4KG @ ISWC2022). Details

2021

  1. Hoppe, F., Dessì, D., & Sack, H. (2021). Deep Learning Meets Knowledge Graphs for Scholarly Data Classification. Companion Proceedings of the Web Conference 2021. Details
  2. Alam, M., Biswas, R., Chen, Y., Dessì, D., Gesese, G. A., Hoppe, F., & Sack, H. (2021). HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles. Companion Proceedings of the Web Conference 2021, 436–440. https://doi.org/10.1145/3442442.3451365 Details
  3. Hoppe, F., Dessì, D., & Sack, H. (2021). Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification. Workshop on Deep Learning for Knowledge Graphs (DL4KG @ ISWC2021). Details

2020

  1. Hoppe, F., Tietz, T., Dessì, D., Meyer, N., Sprau, M., Alam, M., & Sack, H. (2020). The Challenges of German Archival Document Categorization on Insufficient Labeled Data. Proceedings of the Third Workshop on Humanities in the Semantic Web (WHiSe 2020), Co-Located with 15th Extended Semantic Web Conference (ESWC 2020). Details
  2. Gesese, G. A., Hoppe, F., Alam, M., & Sack, H. (2020). Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments. Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice, Co-Located with 19th International Semantic Web Conference (ISWC 2020). Details