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Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge

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

Authors

Original languageEnglish
Title of host publicationSustainable AI Conference 2023: Sustainable AI Across Borders : Conference Proceedings
Volumeabs/2408.01453
DOIs
Publication statusIn preparation - 2024
Event2. Sustainable AI Conference 2023: Sustainable AI Across Borders - University of Bonn, Bonn, Germany
Duration: 30.05.2023 → 01.06.2023
Conference number: 2
https://www.uni-bonn.de/de/veranstaltungen/sustainable-ai-conference-2023-sustainable-ai-across-borders

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Bridging the Gap: Generating a Comprehensive Biomedical Knowledge Graph Question Answering Dataset

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

D2R2 2024: Linked Data-driven Resilience Research 2024: Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), May 27, 2024

Holze, J. (ed.), Tramp, S. (ed.), Martin, M. (ed.), Auer, S. (ed.), Usbeck, R. (ed.) & Krdzavac, N. (ed.), 2024, Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3707)

Research output: Books and anthologies › Conference proceedings › Research

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

EARL: Joint entity and relation linking for question answering over knowledge graphs

Dubey, M., Banerjee, D., Chaudhuri, D. & Lehmann, J., 18.09.2018, The Semantic Web – ISWC 2018: 17th International Semantic Web Conference, Monterey, CA, USA, October 8–12, 2018 : proceedings. Vrandecic, D., Bontcheva, K., Suárez-Figueroa, M. C., Presutti, V., Celino, I., Sabou, M., Kaffee, L-A. & Simperl, E. (eds.). Cham: Springer Schweiz, Vol. 1. p. 108-126 19 p. (Lecture Notes in Computer Science ; vol. 11136 LNCS).

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

Entity Linking with Out-of-Knowledge-Graph Entity Detection and Clustering Using Only Knowledge Graphs

Möller, C. & Usbeck, R., 11.09.2024, Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI- : Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands. Salatino, A. A., Alam, M., Ongenae, F., Vahdati, S., Gentile, A. L., Pellegrini, T. & Jiang, S. (eds.). Amsterdam: IOS Press BV, p. 88-105 18 p. (Studies on the Semantic Web; vol. 60).

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

DOI