Projects per year
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Collaborations and top research areas from the last five years
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CD4AI: Leveraging Domain Knowledge and Context Rules to Transform Large-Scale Unstructured Text Corpora into Structured and Annotated Datasets
Schopf, T. (PI), Meisenbacher, S. (PI) & Matthes, F. (PI)
1/01/23 → 31/12/25
Project: Research
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TSaaS: Technology Scouting as a Service - KI gestütztes Matching von Technologien mit Problemstellungen aus dem Maschinen- und Anlagenbau
Schopf, T. (PI), Braun, D. (PI), Matthes, F. (PI) & Klymenko, O. (CoI)
1/07/20 → 30/11/21
Project: Research
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K4R: Knowledge4Retail - Künstliche Intelligenz für den Handel
Schopf, T. (PI), Bondel, G. (PI) & Matthes, F. (PI)
1/01/20 → 31/12/22
Project: Research
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An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry
Meisenbacher, S., Schopf, T., Yan, W., Holl, P. & Matthes, F., 21 Jul 2024, p. 159–165.Research output: Contribution to conference › Paper › peer-review
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Enterprise use cases combining knowledge graphs and natural language processing
Schneider, P., Schopf, T., Vladika, J. & Matthes, F., 14 Mar 2024, Informing Possible Future Worlds: Essays in Honour of Ulrich Frank. Logos Verlag Berlin GmbH, p. 271-285 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing
Schopf, T. & Matthes, F., 2024, System Demonstrations. Cao, Y., Feng, Y. & Xiong, D. (eds.). Association for Computational Linguistics (ACL), p. 127-135 9 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Knowledge Graph Approach for Exploratory Search in Research Institutions
Schopf, T., Machner, N. & Matthes, F., 2023, 15th International Conference on Knowledge Management and Information Systems, KMIS 2023 as part of IC3K 2023 - Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Gruenwald, L., Masciari, E., Rolland, C. & Bernardino, J. (eds.). Science and Technology Publications, Lda, p. 265-270 6 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge
Schopf, T., Gerber, E., Ostendorff, M. & Matthes, F., 2023, International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. Angelova, G., Kunilovskaya, M. & Mitkov, R. (eds.). Incoma Ltd, p. 1054-1065 12 p. (International Conference Recent Advances in Natural Language Processing, RANLP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access