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Help Note 2 not remembering words I use alot

Hi all, im sitting with a little problem. About 2 weeks ago my phone started acting funny connectivity wise and after a couple of restarts and battery pulls all was well, or so I thought.

I started noticing that my phone doesnt remember words and phrases that I use alot anymore. Its frustrating as I use alot of scientific names and email addresses.

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When I use to start typing a word/phrase or email address it usually would give the complete word or email address in the black blocks just above the keyboard where 'I, The, Thanks' is.

Now it simply just doesnt remember these words or email addresses anymore.

What can I do to fix this annoying issue?

Please note that I have tried the option where one highlights the word and then presses the correct tick on top left hand corner. Seems not to work either.
 
Well I don't know about yours, but for some reason Swiftkey has been doing this a lot more too. It was great when I first got it, but now that I have to sign in to make it run through all my messages and emails to learn it doesn't seem to be picking up on it. An example is a swear word or a name that isn't common, it never seems to pick up on them.
 
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