2023
DOI: 10.48550/arxiv.2303.08574
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WikiCoder: Learning to Write Knowledge-Powered Code

Abstract: We tackle the problem of automatic generation of computer programs from a few pairs of input-output examples. The starting point of this work is the observation that in many applications a solution program must use external knowledge not present in the examples: we call such programs knowledge-powered since they can refer to information collected from a knowledge graph such as Wikipedia. This paper makes a first step towards knowledge-powered program synthesis. We present WikiCoder, a system building upon stat… Show more

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