Research
- Schopf, Tim; Machner, Nektarios; Matthes, Florian. A Knowledge Graph Approach for Exploratory Search in Research Institutions, Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KMIS, Rome, Italy, 2023
- Schopf, Tim; Arabi, Karim; Matthes, Florian. Exploring the Landscape of Natural Language Processing Research, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing (RANLP 23), Varna, Bulgaria, 2023
- Schopf, Tim; Schneider, Dennis; Matthes, Florian. Efficient Domain Adaptation of Sentence Embeddings Using Adapters, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing (RANLP 23), Varna, Bulgaria, 2023
- Schopf, Tim; Gerber, Emanuel; Ostendorff, Malte; Matthes, Florian. AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing (RANLP 23), Varna, Bulgaria, 2023
- Schopf, Tim; Braun, Daniel; Matthes, Florian. Semantic Label Representations with Lbl2Vec: A Similarity-Based Approach for Unsupervised Text Classification, Marchiori, M., DomÃnguez Mayo, F.J., Filipe, J. (eds) Web Information Systems and Technologies. WEBIST WEBIST 2020 2021. Lecture Notes in Business Information Processing, vol 469. Springer, Cham
- Schopf, Tim; Braun, Daniel; Matthes, Florian. Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches, 6th International Conference on Natural Language Processing and Information Retrieval (NLPIR), Bangkok, Thailand, 2022
- Schopf, Tim; Klimek, Simon; Matthes, Florian. PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction, Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR (IC3K 2022), Valletta, Malta, 2022
- Schneider Phillip; Schopf, Tim; Vladika, Juraj; Galkin, Mikhail; Simperl, Elena; Matthes, Florian. A Decade of Knowledge Graphs in Natural Language Processing: A Survey, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022), Online, 2022
- Schopf, Tim; Dresse, Kilian; Matthes, Florian. Towards AI Platforms for Stationary Retail, P5th International Conference on Artificial Intelligence for Industries (AI4I), Laguna Hills, USA, 2022
- Schopf, Tim; Weinberger, Peter; Kinkeldei, Thomas; Matthes, Florian Towards Bilingual Word Embedding Models for Engineering, MSIE 2022, 4th International Conference on Management Science and Industrial Engineering, Chiang Mai, Thailand, 2022
- Schopf, Tim; Braun, Daniel; Matthes, Florian. Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics, Proceedings of the 17th International Conference on Web Information Systems and Technologies, Online, 2021
- Braun, Daniel; Klymenko, Oleksandra; Schopf, Tim; Akan, Kaan; Matthes, Florian. The Language of Engineering: Training a Domain-Specific Word Embedding Model for Engineering, MSIE 2021: 3rd International Conference on Management Science and Industrial Engineering, Osaka, Japan, 2021