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
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
Hoppe, F., Dessì, D., & Sack, H. (2021). Deep Learning Meets Knowledge Graphs for Scholarly Data Classification. Companion Proceedings of the Web Conference 2021.Details
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/10.1145/3442442.3451365Details
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
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
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