[woadwarrior01]

You'd probably get much further along by fine tuning a small BERT style encoder model based classifier for it. IMO, even something as simple as training a linear classifier on the CLS token embeddings from a frozen encoder might work.

[ahamilton454]

Yeah, Ive tried a bi-encoder, cross encoder and some small LLMs so far. I think I’ll do BERT soon too

[dijksterhuis]

age old machine learning wisdom: start with the simplest model, then try complex ones later