Articles tagged: "datasets"
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The Literal Value Bottleneck: Why GNN Autoencoders Fail at Code Generation
We trained GNN autoencoders on 22,000 Ruby ASTs. The models achieved 81% node type accuracy and 99.5% type diversity, yet generated exactly 0% syntactically valid code. Here is why.