Field of Study:

Green, Sustainable & Efficient Methods in NLP is a subfield of Responsible & Trustworthy NLP that is focused on efficient and sustainable approaches for text processing with minimal environmental impact. Efficient NLP methods can be considered under the aspects of both data efficiency and computational efficiency. They aim to lower the amount of data required, reduce computational complexity, improve speed, and increase accuracy in NLP tasks. Efficient NLP models can, therefore, recycle and reuse resources, optimize energy consumption, and reduce the carbon footprint.