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I would read in the BCC corpus frequency list as a dictionary, then Having concatenated all the news/magazine articles as plain text, I would build a dictionary of all the words in the news/magazine articles up to 8 characters long, counting their number of occurrences with the help of the BCC frequency list (which tells us which combinations ...
Word frequency list based on a 15 billion character corpus: BCC (BLCU ...
I guess in my case, I could go with per-corpus flashcard sets to keep the per-corpus tagging, and one user dictionary (without tags) with all the per-corpus ranking info included in one entry per term.