Publications
- 2023
- Published
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts
Benítez-Andrades, J. A., García-Ordás, M. T., Russo, M., Sakor, A., Fernandes Rotger, L. D. & Vidal, M. E., 8 May 2023, In: Semantic web. 14, 5, p. 873-892 20 p.Research output: Contribution to journal › Article › Research › peer review
- Published
The SciQA Scientific Question Answering Benchmark for Scholarly Knowledge
Auer, S., Barone, D. A. C., Bartz, C., Cortes, E. G., Jaradeh, M. Y., Karras, O., Koubarakis, M., Mouromtsev, D., Pliukhin, D., Radyush, D., Shilin, I., Stocker, M. & Tsalapati, E., 4 May 2023, In: Scientific reports. 13, 7240.Research output: Contribution to journal › Article › Research › peer review
- Published
Understanding image-text relations and news values for multimodal news analysis
Cheema, G. S., Hakimov, S., Müller-Budack, E., Otto, C., Bateman, J. A. & Ewerth, R., 2 May 2023, In: Frontiers in Artificial Intelligence. 6, 1125533.Research output: Contribution to journal › Article › Research › peer review
- Published
Framework for Technical Elements in Collaborative E-Learning Platforms
Tolmachova, T. & Ilkou, E., 1 May 2023, Higher Education Learning Methodologies and Technologies Online : 4th International Conference, HELMeTO 2022, Revised Selected Papers. Fulantelli, G., Taibi, D., Burgos, D., Casalino, G., Cimitile, M. & Lo Bosco, G. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 197-208 12 p. (Communications in Computer and Information Science; vol. 1779 CCIS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Information extraction pipelines for knowledge graphs
Jaradeh, M. Y., Singh, K., Stocker, M., Both, A. & Auer, S., May 2023, In: Knowledge and information systems. 65, 5, p. 1989-2016 28 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A Multi-task Model for Emotion and Offensive Aided Stance Detection of Climate Change Tweets
Upadhyaya, A., Fisichella, M. & Nejdl, W., 30 Apr 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. p. 3948-3958 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning Faithful Attention for Interpretable Classification of Crisis-Related Microblogs under Constrained Human Budget
Nguyen, T. H. & Rudra, K., 30 Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. p. 3959-3967 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Migration Reframed? A multilingual analysis on the stance shift in Europe during the Ukrainian crisis
Wildemann, S., Niederée, C. & Elejalde, E., 30 Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. p. 2754-2764 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Stance Inference in Twitter through Graph Convolutional Collaborative Filtering Networks with Minimal Supervision
Zhou, Z. & Elejalde, E., 30 Apr 2023, WWW '23 Companion: Companion Proceedings of the ACM Web Conference 2023. p. 1030-1038 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Business Model Innovation in the German Industry: Case Studies from the Railway, Manufacturing and Construction Sectors
Winter, J., 4 Apr 2023, In: Journal of Innovation Management. 11, 1, p. 1-17 17 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Toward a Solution for an Energy Knowledge Graph
Popadić, D., Iglesias, E., Sakor, A., Janev, V. & Vidal, M. E., 1 Apr 2023, Semantic Intelligence - Select Proceedings of ISIC 2022. Jain, S., Groppe, S. & Bhargava, B. K. (eds.). Singapore, p. 3-12 10 p. (Lecture Notes in Electrical Engineering; vol. 964).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
Schubert, F., Benjamins, C., Döhler, S., Rosenhahn, B. & Lindauer, M., Apr 2023, In: Transactions on Machine Learning Research. 2023, 4Research output: Contribution to journal › Article › Research › peer review
- Published
Localized damage detection in wind turbine rotor blades using airborne acoustic emissions
Lange, A., Hinrichs, R. & Ostermann, J., 30 Mar 2023, Structural Health Monitoring: The 9th Asia-Pacific Workshop on Structural Health Monitoring (9APWSHM 2022). Rajic, N., Chiu, W. K., Veidt, M., Mita, A. & Takeda, N. (eds.). p. 228-235 8 p. (Materials Research Proceedings; vol. 27).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MM-Locate-News: Multimodal Focus Location Estimation in News
Tahmasebzadeh, G., Müller-Budack, E., Hakimov, S. & Ewerth, R., 29 Mar 2023, MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part I. Dang-Nguyen, D-T., Gurrin, C., Larson, M., Smeaton, A. F., Rudinac, S., Dao, M-S., Trattner, C. & Chen, P. (eds.). p. 204–216 13 p. (Lecture Notes in Computer Science; vol. 13833).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
GVC: efficient random access compression for gene sequence variations
Adhisantoso, Y. G., Voges, J., Rohlfing, C., Tunev, V., Ohm, J. R. & Ostermann, J., 28 Mar 2023, In: BMC BIOINFORMATICS. 24, 121.Research output: Contribution to journal › Article › Research › peer review
- Published
Extractive Explanations for Interpretable Text Ranking
Leonhardt, J., Rudra, K. & Anand, A., 23 Mar 2023, In: ACM Transactions on Information Systems. 41, 4, 31 p., 88.Research output: Contribution to journal › Article › Research › peer review
- Published
Comparing Interface Layouts for the Presentation of Multimodal Search Results
Gritz, W., Otto, C., Hoppe, A., Pardi, G., Kammerer, Y. & Ewerth, R., 20 Mar 2023, CHIIR 2023 - Proceedings of the 2023 Conference on Human Information Interaction and Retrieval. p. 321-327 7 p. (CHIIR 2023 - Proceedings of the 2023 Conference on Human Information Interaction and Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning to Teach Fairness-Aware Deep Multi-task Learning
Roy, A. & Ntoutsi, E., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). 1. ed. Cham, p. 710-726 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13713 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multimodal Geolocation Estimation of News Photos
Tahmasebzadeh, G., Hakimov, S., Ewerth, R. & Müller-Budack, E., 17 Mar 2023, Advances in Information Retrieval : 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2–6, 2023, Proceedings, Part II. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-220 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13981 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Probing BERT for Ranking Abilities
Wallat, J., Beringer, F., Anand, A. & Anand, A., 17 Mar 2023, Advances in Information Retrieval : 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2–6, 2023, Proceedings, Part II. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Cham, p. 255-273 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13981 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review