Publication: Towards Climate Awareness in NLP Research
Towards Climate Awareness in NLP Research
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Leippold, M., Hershcovich, D., Bingler, J. A., Kraus, M., & Webersinke, N. (2022). Towards Climate Awareness in NLP Research. Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2480–2494. https://doi.org/10.18653/v1/2022.emnlp-main.159
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The climate impact of AI, and NLP research in particular, has become a serious issue given the enormous amount of energy that is increasingly being used for training and running computational models. Consequently, increasing focus is placed on efficient NLP. However, this important initiative lacks simple guidelines that would allow for systematic climate reporting of NLP research. We argue that this deficiency is one of the reasons why very few publications in NLP report key figures that would allow a more thorough examination of env
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- Hershcovich, Daniel
- Bingler, Julia Anna
- Kraus, Mathias
- Webersinke, Nicolas
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Leippold, M., Hershcovich, D., Bingler, J. A., Kraus, M., & Webersinke, N. (2022). Towards Climate Awareness in NLP Research. Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2480–2494. https://doi.org/10.18653/v1/2022.emnlp-main.159
