Building a lexicon of the formal meaning representations of words and phrases, either implicitly or explicitly, is usually an important step in inferring the meanings of entire sentences.
chen and Mooney (2011) first learned a lexicon to help them resolve ambiguous supervision of relational data in which the number of choices is exponential.