Bootstrapping

• Constructing a language model with only 320 annotated instances is small – Usual language models use millions of examples • Try bootstrapping a model – Use a sample’s annotation and apply to all in sample’s it represents – More data, but also more noise

Self-labeled corpus 290K instances