Other researchers prepared automatic machine translation of all German documents into English.
We took the subset associated with our 40k French-German pairs and created an English-French-German megamatrix, which we analyzed by SVD to get 800 dimensional representations for all the words.
Then we ran the topics against the documents and submitted our results.