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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

Standard

Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge. / Usmanova, Aida; Huang, Junbo; Banerjee, Debayan et al.
Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Vol. abs/2408.01453 2024.

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

Harvard

Usmanova, A, Huang, J, Banerjee, D & Usbeck, R 2024, Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge. in Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. vol. abs/2408.01453, 2. Sustainable AI Conference 2023, Bonn, North Rhine-Westphalia, Germany, 30.05.23. https://doi.org/10.48550/ARXIV.2408.01453

APA

Usmanova, A., Huang, J., Banerjee, D., & Usbeck, R. (2024). Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge. Manuscript in preparation. In Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings (Vol. abs/2408.01453) https://doi.org/10.48550/ARXIV.2408.01453

Vancouver

Usmanova A, Huang J, Banerjee D, Usbeck R. Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge. In Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Vol. abs/2408.01453. 2024 doi: 10.48550/ARXIV.2408.01453

Bibtex

@inbook{4f4ea465d3704eceba687547285bf745,
title = "Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge",
keywords = "Informatics",
author = "Aida Usmanova and Junbo Huang and Debayan Banerjee and Ricardo Usbeck",
year = "2024",
doi = "10.48550/ARXIV.2408.01453",
language = "English",
volume = "abs/2408.01453",
booktitle = "Sustainable AI Conference 2023: Sustainable AI Across Borders",
note = "2. Sustainable AI Conference 2023 : Sustainable AI Across Borders ; Conference date: 30-05-2023 Through 01-06-2023",
url = "https://www.uni-bonn.de/de/veranstaltungen/sustainable-ai-conference-2023-sustainable-ai-across-borders",

}

RIS

TY - CHAP

T1 - Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge

AU - Usmanova, Aida

AU - Huang, Junbo

AU - Banerjee, Debayan

AU - Usbeck, Ricardo

N1 - Conference code: 2

PY - 2024

Y1 - 2024

KW - Informatics

UR - https://dblp.org/db/journals/corr/index.html

U2 - 10.48550/ARXIV.2408.01453

DO - 10.48550/ARXIV.2408.01453

M3 - Article in conference proceedings

VL - abs/2408.01453

BT - Sustainable AI Conference 2023: Sustainable AI Across Borders

T2 - 2. Sustainable AI Conference 2023

Y2 - 30 May 2023 through 1 June 2023

ER -

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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

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