Once deployed you need to monitor your processors and improve latency and inference speed. Language Models need to be monitored. Maybe you have a feedback loop that gives the end-user the opportunity to tell if the model did a good or bad job.
This article is part of the project Periodic Table of NLP Tasks. Click to read more about the making of the Periodic Table and the project to systemize NLP tasks.