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Using language models for code generation works better when limited to a specific domain

Automatic code generation has always been an integral part of programming: compilers, synthesis tools, convertors, etc. are examples of classic code generators. Now, with such powerful LLMs at hand, it is only natural to try to find new ways to generat…