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Ricardo Usbeck

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Ricardo Usbeck

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Prof. Dr. Ricardo Usbeck

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  1. Template-based Question Answering using Recursive Neural Networks

    Athreya, R. G., Bansal, S. K., Ngomo, A. C. N. & Usbeck, R., 01.2021, Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 195-198 4 p. 9364639. (Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  2. Published

    TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering

    Sakhovskiy, A., Salnikov, M., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Ustalov, D., Tutubalina, E., Usbeck, R. & Panchenko, A., 01.08.2024, Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: Graph-Based Methods for Natural Language Processing, 62nd Annual Meeting of the Association of Computational Linguistics. Ustalov, D., Gao, Y., Pachenko, A., Tutubalina, E., Nikishina, I., Ramesh, A., Sakhovskiy, A., Usbeck, R., Penn, G. & Valentino, M. (eds.). Kerrville: Association for Computational Linguistics (ACL), p. 116-125 10 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  3. The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning

    Kraft, A. & Usbeck, R., 2023, Data-driven Resilience Research 2022: Proceedings of the International Workshop on Data-driven Resilience Research 2022. Arndt, N., Gründer-Fahrer, S., Holze, J., Martin, M. & Tramp, S. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3376. 11 p. (CEUR Workshop Proceedings; vol. 3376).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  4. The Lifecycle of "Facts'': A Survey of Social Bias in Knowledge Graphs

    Kraft, A. & Usbeck, R., 01.11.2022, 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: Volume 1: Long Papers. He, Y., Ji, H., Li, S., Liu, Y. & Chang, C.-H. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), Vol. 1. p. 639-652 14 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  5. The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

    Banerjee, D., Nair, P., Usbeck, R. & Biemann, C., 01.07.2023, Findings of the Association for Computational Linguistics: ACL 2023 : July 9-14, 2023. Rogers, A., Boyd-Graber, J. L. & Okazaki, N. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 12219-12228 10 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  6. The Scalable Question Answering Over Linked Data (SQA) Challenge 2018

    Napolitano, G., Usbeck, R. & Ngomo, A. C. N., 2018, Semantic Web Challenges - 5th SemWebEval Challenge at ESWC 2018, Revised Selected Papers. Reforgiato Recupero, D., Gangemi, A. & Buscaldi, D. (eds.). Springer-Verlag Wien, p. 69-75 7 p. (Communications in Computer and Information Science; vol. 927).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  7. 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/works › Article in conference proceedings › Research › peer-review

  8. Towards an open question answering architecture

    Marx, E., Usbeck, R., Ngomo, A. C. N., Höffner, K., Lehmann, J. & Auer, S., 04.09.2014, SEMANTiCS 2014: Proceedings of the 10th International Conference on Semantic Systems. Sack, H., Filipowska, A., Lehmann, J. & Hellmann, S. (eds.). New York: Association for Computing Machinery, Inc, p. 57-60 4 p. (ACM International Conference Proceeding Series; vol. 2014-September, no. September).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  9. Transformer with Tree-order Encoding for Neural Program Generation

    Thellmann, K.-D., Stadler, B., Usbeck, R. & Lehmann, J., 30.05.2022, (In preparation) Conference XXX. 10 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research

  10. 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/works › Article in conference proceedings › Research › peer-review

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