TingTag LLM aims to use AI to parse through field notes, in VAN and similar
tools, and produce tags to categorize issue areas.
For example, if someone says “My prescription drug costs have risen and
I can’t afford them” they would be tagged as “Healthcare” and "Affordability".
The options presented in this project prioritize NLP models over LLMs so
that the tagging process can: (1) run without risking data flowing back into
bad actors' hands, (2) mitigate environmental factors caused by large scale LLMs, and (3) simplify the process overall.