Lukas Fromme

ContextGen: Targeted Data Generation for Low Resource Domain Specific Text Classification

To address the challenging low-resource non-topical text classification problems in domain specific settings we introduce ContextGen – a novel approach that uses targeted text generation with no fine tuning to augment the available small annotated dataset. It first adapts the powerful GPT-2 text gen…