Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

EMNLP 2018 Dipendra MisraMing-Wei ChangXiaodong HeWen-tau Yih

Semantic parsing from denotations faces two key challenges in model training: (1) given only the denotations (e.g., answers), search for good candidate semantic parses, and (2) choose the best model update algorithm. We propose effective and general solutions to each of them... (read more)

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