Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking

Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos +2

Standard Full-Data classifiers in NLP demand thousands of labeled examples, which is impractical in data-limited domains. Few-shot methods offer an alternative, utilizing contrasti…