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Fabian Hoppe/Publikationen

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Publikationen von Fabian Hoppe






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Ryan Brate, Minh-Hoang Dang, Fabian Hoppe, Yuan He, Albert Meroño-Peñuela, Vijay Sadashivaiah
Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs
Workshop on Deep Learning for Knowledge Graphs (DL4KG@ ISWC2022), CEUR WS, Oktober, 2022
(Details)


Fabian Hoppe
Improving Zero-Shot Text Classification with Graph-based Knowledge Representations
ISWC-DC 2022: Proceedings of the Doctoral Consortium at ISWC 2022; Proceedings of the Doctoral Consortium at ISWC 2022; co-located with 21st International Semantic Web Conference (ISWC 2022); Hangzhou, China, October 24, 2022. Ed.: O. Hartig, Seiten: 27-35, CEUR WS, Oktober, 2022
(Details)


Fabian Hoppe, Danilo Dessì, Harald Sack
Deep Learning meets Knowledge Graphs for Scholarly Data Classification
In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021). Co-located with The Web Conference 2021., Seiten: 417-421, Association for Computing Machinery
(Details)


Mehwish Alam, Russa Biswas, Yiyi Chen, Danilo Dessì, Genet Asefa Gesese, Fabian Hoppe, Harald Sack
HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles
In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021). Co-located with The Web Conference 2021., Seiten: 436-440, Association for Computing Machinery
(Details)


Fabian Hoppe, Danilo Dessì, Harald Sack
Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification
Proceedings of DL4KG workshop, co-located with the 20th International Semantic Web Conference (ISWC 2021), CEUR Workshop Proceedings, Oktober, 2021
(Details)


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
In Proc. of the 36th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2021), Seiten: 1855-1863, ACM
(Details)


Fabian Hoppe, Tabea Tietz, Danilo Dessì, Nils Meyer, Mirjam Sprau, Mehwish Alam, Harald Sack
The Challenges of German Archival Document Categorization on Insufficient Labeled Data
Proceedings of Workshop on Humanities in the Semantic Web co-located with ESWC 2020, Seiten: 15-20, CEUR, CEUR Workshop Proceedings, 2695, Juni, 2020
(Details)


Genet Asefa Gesese, Mehwish Alam, Fabian Hoppe, Harald Sack
Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments
Proceedings of Poster and Demo Track International Conference on Semantic Web, Seiten: 84-89, CEUR, 2721, November, 2020
(Details)


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