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Weakly Supervised Training of Semantic Parsers

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Figure

Figure 2: Factor graph containing the semantic parserknowledge base contains 3 relations, represented by the and weak supervision constraints , with corresponding semantic parses and
Table 1: Dependency parse patterns used to instantiate lexical categories for the semantic parser lexicon Λ ( e
Table 2: Occurrence statistics for the 10 most frequentrelations in the training data
Figure 3: Aggregate precision as a function of recall, forMULTIR (Hoffman et al., 2011) and our three semanticparser variants.
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