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

Authors: Aida Usmanova, Junbo Huang, Debayan Banerjee, Ricardo Usbeck

Year: 2024

Archive: Preprint

Abstract: knowledge means in the context of language models. If a in knowledge-intensive tasks, by using external knowledge } were employed to analyze the impact on model performance.

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@article{DBLP:journals/corr/abs-2408-01453,
  author       = {Aida Usmanova and
                  Junbo Huang and
                  Debayan Banerjee and
                  Ricardo Usbeck},
  title        = {Reporting and Analysing the Environmental Impact of Language Models
                  on the Example of Commonsense Question Answering with External Knowledge},
  journal      = {CoRR},
  volume       = {abs/2408.01453},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2408.01453},
  doi          = {10.48550/ARXIV.2408.01453},
  eprinttype   = {arXiv},
  eprint       = {2408.01453},
  timestamp    = {Wed, 11 Sep 2024 11:32:14 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2408-01453.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}