Benchmarking RoBERTa fine-tuning, ChatGPT few-shot, and GPT-3 tuning on small text classification datasets: LLMs lead with little data, but RoBERTa catches up.
Posts in Natural Language Processing
Choosing the best architecture for your text classification task
A practical guide to choosing text classification models - tf-idf, fastText, small transformers, or LLMs - by scenario, data size, budget, privacy, and latency.