Do You Even Need More Data? Rethinking LLM Deployment for Label-Scarce Tabular Classification with TabLens

Daria Grushina, Kseniia Kuvshinova, Alina Kostromina +3

Every tabular classification task requires sufficient labeled data. When labels are scarce, practitioners can collect more examples, encode domain expertise into features, or accep…