I am fiddling with some language learning utilities myself. Can anyone recommend some relatively simple ways of tracking users' knowledge of a given language? Something like having a sorted frequency list of words/phrases/concepts, and tracking how many times each word has been seen vs used correctly vs used incorrectly, etc.?
I believe this does not have to be perfect, simplicity is preferred. But it should be just enough for an LLM to take a glimpse and estimate users' level in given language.
I believe this does not have to be perfect, simplicity is preferred. But it should be just enough for an LLM to take a glimpse and estimate users' level in given language.