Preprocessing For NLP — AI Prompts for Adobe Acrobat

The moments that lead here

If one of these is your afternoon, you are in the right place.

I’m preparing to run natural‑language models but want clean source text first.

1 ready prompt

Written for the moment this actually comes up.

Decide — diagnose the stuck moment

I plan to run topic models on several years of open‑ended responses, but past OCR runs created…

I plan to run topic models on several years of open‑ended responses, but past OCR runs created noise that biased results. Advise whether I should invest time in handwriting verification or rely on the model’s tolerance for errors, specify a sampling check and correction threshold that justifies full OCR cleaning, and say what level of residual error I must accept.

Who does this, and with what

The same task is different work inside a different job.

Political ScientistAdobe Acrobat

Next to this one

Other analyse work people do in Adobe Acrobat.

Prepare For Translation Prepare Handoff Packet Prepare Next Proof Prepare Pricing Packet Tonight Prepare Reviewer Notes Present Financial Trends Prevent Credentialing Last-Minute Misses Prevent Redundant Scans Prevent Shoot Cost Overruns Prevent Statement Version Drift

Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.

The rest of the map

Same library, five ways in.

Work Atlasthe whole map, interactive Careers1,949 jobs and their real tasks Soft skillsthe human part of the work Activities500 things people do Prompt Librarybrowse every prompt