Paper improves language models' ability to predict numbers.
problem Improving language models' numeracy for technical documents.
method Exploring memorisation, digit-by-digit composition, and a continuous probability density function model.
result Hierarchical models improve perplexity by 2 and 4 orders of magnitude.