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

Aida Usmanova; Junbo Huang; Debayan Banerjee; Ricardo Usbeck

doi:10.48550/ARXIV.2408.01453

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

Professorship for Information Systems, in particular Artificial Intelligence and Explainability

Original language	English
Title of host publication	Sustainable AI Conference 2023: Sustainable AI Across Borders : Conference Proceedings
Volume	abs/2408.01453
DOIs	https://doi.org/10.48550/ARXIV.2408.01453
Publication status	In preparation - 2024
Event	2. 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

Research areas

Informatics

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

Yan, X., Westphal, P., Seliger, J. & Usbeck, R., 2024, ECAI 2024 : 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain; including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings. Endriss, U., Melo, F. S., Bach, K., Diz, A. J. B., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press BV, p. 1198-1205 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

Creative spaces in computer science

Kohler, M., Usbeck, R. & Edinger, J., 12.2024, In: IT - Information Technology. 66, 2-3, p. 39-41 3 p.

Research output: Journal contributions › Other (editorial matter etc.) › Research

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

DISCIE–Discriminative Closed Information Extraction

Möller, C. & Usbeck, R., 2025, The Semantic Web – ISWC 2024 - 23rd International Semantic Web Conference, Proceedings. Demartini, G., Hose, K., Acosta, M., Palmonari, M., Cheng, G., Skaf-Molli, H., Ferranti, N., Hernández, D. & Hogan, A. (eds.). Cham: Springer Nature Switzerland AG, p. 23-40 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15232 LNCS).

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

DOI

https://doi.org/10.48550/ARXIV.2408.01453
Other version