There is a certain variety of digital dictionaries that support us in working texts and studies for translations or daily vocabulary improvement. However, US developer Thomas Dimson (who created the Instagram recommendation algorithm) decided to create a different site from this proposal: o ThisWordDoesNotExist.com. This platform automatically generates English words that don’t actually exist.
The system is based on the GPT-2 Artificial Intelligence language framework, created by the OpenAI laboratory. This method has been used in several solutions or apps, which rely on digital communication, such as chatbots and games in text format, such as AI Dungeon.
Automatically generated word on the website: “Dirtocracy: a system of government or a system of property control or some control over the natural resources of a country or its people”.Source: ThisWordDoesNotExist/Reproduction
The premise of ThisWordDoesNotExist.com is basically the same as any program for deep learning: search for certain existing language patterns to assign new words. In this case, the data mapping came from more than 8 million web pages, extracted from the most voted links by Reddit users.
After that, the website’s algorithms determine situations in which the words appear next to each other and use this information to generate new constructions and their explanatory sentences, as in a dictionary. So although the results of the ThisWordDoesNotExist.com are not real, reflect a certain familiarity in their morphological and phonetic structure.