ICL in LLMs shows a sharp ceiling on categorical distributions for high-cardinality tabular data, failing to reproduce rare classes despite examples, while numerical fidelity improves.
A comparative analysis of instruction fine-tuning llms for financial text classification.arXiv preprint arXiv:2411.02476
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it