:param label: string. field name. :param value: string. label. :param table: ndarray of vocab items. :return: table restricted to all

:param set: a set of vocab entries :param avoid: list of vocab entries to avoid sampling :return: a random element from the set

:param row: ndarray row. selected vocab item. :param label: string. field containing selectional restrictions. :param table: ndarray of v

:param row: ndarray row. functor vocab item. :param label: string. field containing selectional restrictions. :param table: ndarray of vo

:param noun: noun to turn into DP :param frequent: restrict to frequent determiners only? :return: NONE. mutates string of noun.

:param labels_values: list of (l,v) pairs: [(l1, v1), (l2, v2), (l3, v3)] :return: vocab items with the given value for each label

:param verb: vocab entry for a verb :param frequent: should only frequent vocab be generated? :param aux: if supplied, the value of the a

:param verb: vocab entry :param subj: vocab entry :param allow_negated: should negated auxiliaries (e.g. shouldn't) ever be generated?

Contains the main loop for generating a full dataset for a given paradigm. Also contains exception handling: some exceptions are tole

:param verb: a vocab entry for a verb :param frequent: should only frequent vocab be generated? :param subj: if supplied, the value of th

:param verb: vocab entry :param subj: vocab entry :param allow_negated: should negated auxiliaries (e.g. shouldn't) ever be generated?

samples a single minimal pair/set of a paradigm :return: the dictionary containing the data, and a representative sentence to avoid g

:param string: the string of a generated sentence :return: the string with whitespace removed and the first character capitalized

:param disjunct: a string corresponding to a conjunction of selectional restrictions :return: a list of k, v pairs

creates a logger for the generation project :param metadata: metadata dict for the generation project :return: None

:param verb: the vocab entry of a verb :return: the vocab entry of the bare form of the verb

:param verb: a verb vocab item :return: the past participle form with the same root

:param row: a vocab item :param disjunction: a string corresponding to a disjunction of selectional restrictions :return: true if the row

:param args: a list of argument for a predicate/verb :return: the string made from joining the arguments with spaces

:param DP: a vocab entry for a full DP (expression of type e) :return: the DP with expression containing the string with 's appended

:param frequent: should only frequent vocab be generated? :return: a vocab entry with the expression containing the string of the full senten

:param data_file_path: path to a four-column tsv with metadata in first column :return: an ndarray with all metadata as columns

:param string: the string of a generated sentence :return: the string with duplicated whitespace / whitespace before punctuation removed

:param condition: a string representing a selectional condition :param conjunction: a string corresponding to a conjunction of selectional re

This is used to embed `John was sleeping' under might as `John might have been sleeping'. If the aux doesn't need to change, return None.

:param verb_str: the string of a verb :return: the string of the bare form of the verb

:param verb: a verb vocab entry :return: the set of all verbs with the same auxiliary agreement properties

:param row: a vocab item :param conjunction: a string corresponding to a conjunction of selectional restrictions :return: true if the row

Function that creates 10 combines for the npi data: 9 all-but-one datasets, 1 all-in-one dataset :return: none. writes to output

:param frequent: should only frequent vocab be generated? :return: a vocab entry with the expression corresponding to the string of an entire

(non token-specific metadata is in class fields, e.g. self.field=syntax) :param extra_metadata: token-specific metadata, e.g. one_pre

(non token-specific metadata is in class fields, e.g. self.field=syntax) :param extra_metadata: token-specific metadata, e.g. one_pre

:param args: the argument dictionary for a verb :return: the string corresponding to the sentence containing the verb and all its arguments

:param verb: vocab entry for a verb :param frequent: should only frequent vocab items be generated? :return: the string for a sentence he

:param verb: vocab entry for a verb :param aux: vocab entry for an auxiliary :return: the verb form and auxiliary form necessary for the

:param aux: an auxiliary vocab entry :return: the form of the auxiliary necessary for the corresponding negated VP

:param noun: the vocab entry of a noun :param frequent: should only frequent vocab be generated? :param allow_recursion: for nouns that t

:param aux: an auxiliary vocab entry :return: the form of the auxiliary necessary for the corresponding negated VP

:param verb: vocab entry :param subj: vocab entry :param allow_negated: are negated auxiliaries (e.g. shouldn't) allowed :return: aux