OpenAI has recently shared a demo[1] where they "translate" English descriptions of tasks to Bash commands. I wonder if somebody experimented with using neural nets to compile code, i.e. to "translate" for example Java to JVM bytecode. The dataset for such neural net is easily obtainable and wouldn't require manual labelling at all.[1] - https://beta.openai.com/?app=chat&demo=5