# Natural Language Toolkit: Combinatory Categorial Grammar # # Copyright (C) 2001-2020 NLTK Project # Author: Tanin Na Nakorn (@tanin) # URL: # For license information, see LICENSE.TXT """ Helper functions for CCG semantics computation """ from nltk.sem.logic import * def compute_type_raised_semantics(semantics): core = semantics parent = None while isinstance(core, LambdaExpression): parent = core core = core.term var = Variable("F") while var in core.free(): var = unique_variable(pattern=var) core = ApplicationExpression(FunctionVariableExpression(var), core) if parent is not None: parent.term = core else: semantics = core return LambdaExpression(var, semantics) def compute_function_semantics(function, argument): return ApplicationExpression(function, argument).simplify() def compute_composition_semantics(function, argument): assert isinstance(argument, LambdaExpression), ( "`" + str(argument) + "` must be a lambda expression" ) return LambdaExpression( argument.variable, ApplicationExpression(function, argument.term).simplify() ) def compute_substitution_semantics(function, argument): assert isinstance(function, LambdaExpression) and isinstance( function.term, LambdaExpression ), ("`" + str(function) + "` must be a lambda expression with 2 arguments") assert isinstance(argument, LambdaExpression), ( "`" + str(argument) + "` must be a lambda expression" ) new_argument = ApplicationExpression( argument, VariableExpression(function.variable) ).simplify() new_term = ApplicationExpression(function.term, new_argument).simplify() return LambdaExpression(function.variable, new_term)