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Abstract Syntax Networks for Code Generation and Semantic Parsing

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Figure

Figure 1: Example code for the “Dire Wolf Alpha”
Figure 3: Fragments from the abstract syntax tree corresponding to the example code in Figure 1
Figure 5: The module classes constituting our decoder. For brevity, we omit the cardinality modules forsingular and optional cardinalities.
Figure 7: For many cards with moderately com-plex descriptions, the implementation follows afunctional style that seems to suit our modelingstrategy, usually leading to correct predictions.
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