Browse by research area

  1. PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs

    Banerjee, D., Chaudhuri, D., Dubey, M. & Lehmann, J., 2020, The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, 2020, Proceedings. Pan, J. Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O. & Kagal, L. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, Vol. 1. p. 21-38 18 p. (Lecture Notes in Computer Science ; vol. 12506 LNCS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  2. Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

    Rehm, G., Galanis, D., Labropoulou, P., Piperidis, S., Welß, M., Usbeck, R., Köhler, J., Deligiannis, M., Gkirtzou, K., Fischer, J., Chiarcos, C., Feldhus, N., Moreno-Schneider, J., Kintzel, F., Montiel-Ponsoda, E., Rodrguez-Doncel, V., McCrae, J. P., Laqua, D., Theile, I. P., Dittmar, C., Bontcheva, K., Roberts, I., Vasiljevs, A. & Lagzdins, A., 2020, Proceedings of the 1st International Workshop on Language Technology Platforms, IWLTP@LREC 2020, Marseille, France, May 2020. Rehm, G., Bontcheva, K., Choukri, K., Hajic, J., Piperidis, S. & Vasiljevs, A. (eds.). European Language Resources Association (ELRA), p. 96-107 12 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  3. Treating dialogue quality evaluation as an anomaly detection problem

    Nedelchev, R., Lehmann, J. & Usbeck, R., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 508-512 5 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  4. BERT for stock market sentiment analysis

    Sousa, M. G., Sakiyama, K., Rodrigues, L. D. S., Moraes, P. H., Fernandes, E. & Matsubara, E. T., 11.2019, IEEE 31st International Conference on Tools with Artificial Intelligence: ICTAI 2019 : proceedings : 4-6 November 2019, Portland, Oregon. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1589-1593 5 p. ( International Conference on Tools with Artificial Intelligence, ICTAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Harvesting information from captions for weakly supervised semantic segmentation

    Sawatzky, J., Banerjee, D. & Gall, J., 10.2019, 2019 International Conference on Computer Vision Workshops: ICCV 2019 : proceedings : 27 October-2 November 2019, Seoul, Korea. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 4481-4490 10 p. 9022140. (IEEE International Conference on Computer Vision workshops; vol. 2019).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. Offline question answering over linked data using limited resources

    Kaur, P., Blücher, V., Jalota, R., Moussallem, D., Ngomo, A. C. N. & Usbeck, R., 09.2019, SEMPDS 2019: Posters and Demos at SEMANTiCS 2019. Alam, M., Usbeck, R., Pellegrini, T., Sack, H. & Sure-Vetter, Y. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 2451. (CEUR Workshop Proceedings; vol. 2451).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  7. FAIR.ReD: Semantic knowledge graph infrastructure for the life sciences

    Vogt, L., Auer, S., Bartolomaeus, T., Buttigieg, P. L., Grobe, P., Michalik, P., Stocker, M. & Usbeck, R., 19.06.2019, In: Biodiversity Information Science and Standards. 3, 3 p., e37206.

    Research output: Journal contributionsConference abstract in journalResearch

  8. Published

    Machine Learning and Data Mining for Sports Analytics: 5th International Workshop, MLSA 2018, colocated with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings

    Brefeld, U. (ed.), Davis, J. (ed.), Van Haaren, J. (ed.) & Zimmermann, A. (ed.), 05.04.2019, Springer Nature AG. 179 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11330 LNAI)

    Research output: Books and anthologiesCollected editions and anthologiesResearch

  9. Published

    Learning to Rate Player Positioning in Soccer

    Dick, U. & Brefeld, U., 01.03.2019, In: Big Data. 7, 1, p. 71-82 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  10. Published

    Enabling the identification of industrial symbiosis (IS) through information communication technology (ICT)

    Lütje, A., Willenbacher, M., Möller, A. & Wohlgemuth, V., 08.01.2019, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. Bui, T. X. (ed.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 709-719 11 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review