Comment by picodguyo

ML and NLP surveys are outdated basically the minute the author hits send nowadays. With GPT-3 all of these old school NLG companies seem quaint. Much of their functionality can be replicated in minutes with GPT-3, even by non-technical users familiar with prompt design. As soon as OpenAI offer fine tuning OOTB (coming soon) NLP/G will be all but solved for 99% of use cases.