A lot of people use an App/program called ANKI (you can search on the web) to help them memorise vocabulary, but as Emma says, it is better if you can use it in everyday speech..

You should keep using the new vocabulary in your every day life, even if you have to look it up every time you forget it. That's the only way to memorize the new words and get used to them.