DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph

Banerjee, D., Awale, S., Usbeck, R. & Biemann, C., 17.01.2024, BIR 2023 - Bibliometric-enhanced Information Retrieval: Proceedings of the 13th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 45th European Conference on Information Retrieval (ECIR 2023). Frommholz, I., Mayr, P., Cabanac, G., Verberne, S. & Brennan, J. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 15 p. 5. (CUER Workshop Proceedings; vol. 3617).

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

NFDI4DS Infrastructure and Services

Schimmler, S., Wentzel, B., Bleier, A., Dietze, S., Karmakar, S., Mutschke, P., Kraft, A., Taffa, T. A., Usbeck, R., Boukhers, Z., Auer, S., Castro, L. J., Ackermann, M. R., Neumuth, T., Schneider, D., Abedjan, Z., Latif, A., Limani, F., Ahmad, R. A., Rehm, G., Khorasani, S. A. & Lieber, M., 04.12.2023, INFORMATIK 2023 - Designing Futures: Zukunfte gestalten, Proceedings. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Gesellschaft für Informatik e.V., p. 921-926 6 p. (Lecture Notes in Informatics (LNI), Proceedings; vol. P-337).

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

QALD-9-ES: A Spanish Dataset for Question Answering Systems

Soruco, J., Collarana, D., Both, A. & Usbeck, R., 11.09.2023, Knowledge Graphs: Semantics, Machine Learning, and Languages: Proceedings of the 19th International Conference on Semantic Systems, 20-22 September 2023, Leipzig, Germany. Acosta, M., Peroni, S., Vahdati, S., Gentile, A. L., Pellegrini, T. & Kalo, J-C. (eds.). Amsterdam: IOS Press BV, p. 38-52 15 p. (Studies on the Semantic Web; vol. 56).

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

Biomedical Entity Linking with Triple-aware Pre-Training

Yan, X., Möller, C. & Usbeck, R., 28.08.2023, (In preparation) Conference XXX. 6 p.

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

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

GETT-QA: Graph Embedding Based T2T Transformer for Knowledge Graph Question Answering

Banerjee, D., Nair, P. A., Usbeck, R. & Biemann, C., 23.05.2023, The Semantic Web - 20th International Conference, ESWC 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 279-297 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

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

AmQA: Amharic Question Answering Dataset

Abedissa, T., Usbeck, R. & Assabie, Y., 06.03.2023, (In preparation) Conference XXX. 7 p.

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

DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph

Banerjee, D., Arefa, Usbeck, R. & Biemann, C., 2023, ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023. Fundulaki, I., Kozaki, K., Garijo, D. & Gomez-Perez, J. M. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3632. 5 p. (CEUR Workshop Proceedings; vol. 3632).

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

NFDI4DS Shared Tasks

Ahmad, R. A., Borisova, E., Rehm, G., Dietze, S., Karmakar, S., Otto, W., D'Souza, J., Limani, F. & Usbeck, R., 2023, INFORMATIK 2023: Designing Futures: Zukunfte gestalten, Proceedings; 2 6. – 29. September 2023, Berlin . Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 931-935 5 p. (GI-Edition: Lecture Notes in Informatics (LNI), Proceedings; vol. P-337).

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

NFDI4DS Transfer and Application

Borisova, E., Ahmad, R. A., Rehm, G., Usbeck, R., D'Souza, J., Stocker, M., Auer, S., Gilsbach, J., Wolschewski, A., Keller, J., Schneider, D., Neumuth, T. & Schimmler, S., 2023, INFORMATIK 2023: Designing Futures: Zukunfte gestalten, Proceedings; 2 6. – 29. September 2023, Berlin . Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 925-929 5 p. (Lecture Notes in Informatics (LNI), Proceedings; vol. P-337).

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

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

WikiEvents - A Novel Resource for NLP Downstream Tasks

Michaelis, L., Huang, J. & Usbeck, R., 2023, ESWC 2023 Workshops and Tutorials Joint Proceedings: Joint Proceedings of the ESWC 2023 Workshops and Tutorials, Hersonissos, Greece, May 28-29, 2023.. Alam, M., Trojahn, C., Hertling, S., Pesquita, C., Aebeloe, C., Aras, H., Azzam, A., Cano, J., Domingue, J., Gottschalk, S., Hartig, O., Hose, K., Kirrane, S., Lisena, P., Osborne, F., Rohde, P., Steels, L., Taelman, R., Third, A., Tiddi, I. & Türker, R. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3443. (CEUR Workshop Proceedings).

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

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

Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?

Jiang, L. & Usbeck, R., 06.07.2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Amigo, E., Castells, P. & Gonzalo, J. (eds.). New York: Association for Computing Machinery, Inc, p. 3209-3218 10 p. (Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval; vol. 2022).

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

Modern Baselines for SPARQL Semantic Parsing

Banerjee, D., Nair, P. A., Kaur, J. N., Usbeck, R. & Biemann, C., 06.07.2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Amigo, E., Castells, P. & Gonzalo, J. (eds.). Association for Computing Machinery, Inc, p. 2260-2265 6 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

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

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Al Hasan Rony, M. R., Usbeck, R. & Lehmann, J., 01.01.2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 2557-2571 15 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

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

Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis

Perevalov, A., Yan, X., Kovriguina, L., Jiang, L., Both, A. & Usbeck, R., 2022, 2022 Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2998-3007 10 p. (2022 Language Resources and Evaluation Conference, LREC 2022).

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

Measuring Gender Bias in German Language Generation

Kraft, A., Zorn, H. P., Fecht, P., Simon, J., Biemann, C. & Usbeck, R., 2022, INFORMATIK 2022 - Informatik in den Naturwissenschaften. Demmler, D., Krupka, D. & Federrath, H. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1257-1274 18 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-326).

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

QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers

Perevalov, A., Diefenbach, D., Usbeck, R. & Both, A., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 229-234 6 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).

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

RoMe: A Robust Metric for Evaluating Natural Language Generation

Al Hasan Rony, M. R., Kovriguina, L., Chaudhuri, D., Usbeck, R. & Lehmann, J., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 5645-5657 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

Semantic Answer Type and Relation Prediction Task (SMART 2021)

Mihindukulasooriya, N., Dubey, M., Gliozzo, A., Lehmann, J., Ngomo, A-C. N., Usbeck, R., Rossiello, G. & Kumar, U., 07.12.2021, (In preparation) Conference XXX. 6 p.

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

Proxy Indicators for the Quality of Open-domain Dialogues

Nedelchev, R., Lehmann, J. & Usbeck, R., 01.01.2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Moens, M-F., Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Association for Computational Linguistics (ACL), p. 7834-7855 22 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

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

Knowledge Graph Question Answering Using Graph-Pattern Isomorphism

Vollmers, D., Jalota, R., Moussallem, D., Topiwala, H., Ngomo, A-C. N. & Usbeck, R., 2021, Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 6-9, 2021. Alam, M., Groth, P., Boer, V. D., Pellegrini, T., Pandit, H. J., Montiel-Ponsoda, E., Rodríguez-Doncel, V., McGillivray, B. & Meroño-Peñuela, A. (eds.). Netherlands: IOS Press BV, Vol. 53. p. 103-117 15 p. (Studies on the Semantic Web; vol. 53).

Research output: Contributions to collected editions/works › Chapter › peer-review

Language Model Transformers as Evaluators for Open-domain Dialogues

Nedelchev, R., Lehmann, J. & Usbeck, R., 01.01.2020, COLING 2020 - 28th International Conference on Computational Linguistics: Proceedings of the Conference. Scott, D., Bel, N. & Zong, C. (eds.). Association for Computational Linguistics (ACL), p. 6797-6808 12 p. (COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference).

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

Message passing for hyper-relational knowledge graphs

Galkin, M., Trivedi, P., Maheshwari, G., Usbeck, R. & Lehmann, J., 01.01.2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Webber, B., Cohn, T., He, Y. & Liu, Y. (eds.). Association for Computational Linguistics (ACL), p. 7346-7359 14 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots – The DBpedia Chatbot

Jalota, R., Trivedi, P., Maheshwari, G., Ngonga Ngomo, A. C. & Usbeck, R., 2020, Chatbot Research and Design: 3rd International Workshop, CONVERSATIONS 2019. Følstad, A., Araujo, T., Papadopoulos, S., Law, E. L-C., Granmo, O-C., Luger, E. & Brandtzaeg, P. B. (eds.). Springer, p. 19-33 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11970 LNCS).

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

Finding Datasets in Publications: The University of Paderborn Approach

Jalota, R., Srivastava, N., Vollmers, D., Speck, R., Röder, M., Usbeck, R. & Ngomo, A-C. N., 2020, Rich Search and Discovery for Research Datasets: Building the next generation of Scholary infrastructure. Lane, J. I., Mulvany, I. & Nathan, P. (eds.). SAGE Publications Inc., p. 129-141 13 p.

Research output: Contributions to collected editions/works › Chapter › peer-review

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

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