Demonstrably Greener Models of MT Sample Clauses

Demonstrably Greener Models of MT. The project proposed for this topic aims to demonstrate on using data from companies what efficien- cies can be gained by training/running smaller models for MT with relatively little (undetectable by human ex-perts) degradation in performance. A huge dichotomy has emerged between the massive multi-national companies and what even well- resourced SMEs/university groups can do. Demonstrating real gains in efficiency and communicating the savings in terms of energy costs and lower CO2 emissions will influence other companies to change their current behaviour, save money for their clients, and benefit the planet. The solution de- veloped for MT can be potentially adopted to other areas of NLP.
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