  The goal of this project is to (i) accumulate annotated informal/formal
mathematical corpora suitable for training semi-automated translation between
informal and formal mathematics by statistical machine-translation methods,
(ii) to develop such methods oriented at the formalization task, and in
particular (iii) to combine such methods with learning-assisted automated
reasoning that will serve as a strong semantic component. We describe these
ideas, the initial set of corpora, and some initial experiments done over them.
