by rossgoodwin

rossgoodwin /lexiconjure

Twitter bot generating invented words and definitions using RNN + genetic algorithm

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@lexiconjure is a twitter bot that uses machine learning to define invented words, posting truncated definitions on Twitter and complete ones on Tumblr.

It uses an LSTM neural network trained on the Oxford English Dictionary. When you tweet a word (real or made up) @ the bot, you're seeding that generator.

By smashing together random sequences of characters with a genetic algorithm until something that looks (sort of) like a real word comes out, the bot invents its own words to define every 90 minutes.


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