Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers

ACL 2018 1 code implementation

In this paper, we explore different strategies for modelling numerals with language models, such as memorisation and digit-by-digit composition, and propose a novel neural architecture that uses a continuous probability density function to model numerals from an open vocabulary.

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