class CreatorOfQuestion(QuestionTemplate):
"""
Ex: "Who is the creator of Breaking Bad?"
"""
regex = Question(Lemmas("who be") + Pos("DT")) + \
Lemma("creator") + Pos("IN") + TvShow() + Question(Pos("."))
def interpret(self, match):
creator = CreatorOf(match.tvshow)
label = LabelOf(creator)
return label, "enum"
class FoundationQuestion(QuestionTemplate):
"""
Regex for questions about the creation of a band.
Ex: "When was Pink Floyd founded?"
"When was Korn formed?"
"""
regex = Question(Pos("WRB") + Lemma("be")) + Band() + \
(Lemma("form") | Lemma("found")) + Question(Pos("."))
def interpret(self, match):
active_years = ActiveYears(match.band)
return active_years, "literal"
class WhatIs(QuestionTemplate):
"""
Regex for questions like "What is a blowtorch
Ex: "What is a Car"
"What is Seinfield?"
"""
regex = Lemma("what") + Lemma("be") + Question(Pos("DT")) + \
Thing() + Question(Pos("."))
def interpret(self, match):
label = DefinitionOf(match.thing)
return label, "define"
class CapitalOfQuestion(QuestionTemplate):
"""
Regex for questions about the capital of a country.
Ex: "What is the capital of Bolivia?"
"""
opening = Lemma("what") + Token("is")
regex = opening + Pos("DT") + Lemma("capital") + Pos("IN") + \
Question(Pos("DT")) + Country() + Question(Pos("."))
def interpret(self, match):
capital = CapitalOf(match.country)
label = LabelOf(capital)
return label, "enum"
class WhoWroteQuestion(QuestionTemplate):
"""
Ex: "who wrote The Little Prince?"
"who is the author of A Game Of Thrones?"
"""
regex = ((Lemmas("who write") + Book()) |
(Question(Lemmas("who be") + Pos("DT")) +
Lemma("author") + Pos("IN") + Book())) + \
Question(Pos("."))
def interpret(self, match):
author = NameOf(IsPerson() + AuthorOf(match.book))
return author, "literal"
class MovieReleaseDateQuestion(QuestionTemplate):
"""
Ex: "When was The Red Thin Line released?"
"Release date of The Empire Strikes Back"
"""
regex = ((Lemmas("when be") + Movie() + Lemma("release")) |
(Lemma("release") + Question(Lemma("date")) +
Pos("IN") + Movie())) + \
Question(Pos("."))
def interpret(self, match):
release_date = ReleaseDateOf(match.movie)
return release_date, "literal"
class EpisodeCountQuestion(QuestionTemplate):
"""
Ex: "How many episodes does Seinfeld have?"
"Number of episodes of Seinfeld"
"""
regex = ((Lemmas("how many episode do") + TvShow() + Lemma("have")) |
(Lemma("number") + Pos("IN") + Lemma("episode") +
Pos("IN") + TvShow())) + \
Question(Pos("."))
def interpret(self, match):
number_of_episodes = NumberOfEpisodesIn(match.tvshow)
return number_of_episodes, "literal"
class PlotOfQuestion(QuestionTemplate):
"""
Ex: "what is Shame about?"
"plot of Titanic"
"""
regex = ((Lemmas("what be") + Movie() + Lemma("about")) | \
(Question(Lemmas("what be the")) + Lemma("plot") +
Pos("IN") + Movie())) + \
Question(Pos("."))
def interpret(self, match):
definition = DefinitionOf(match.movie)
return definition, "define"
class CapitalOfQuestion(QuestionTemplate):
"""
Regex for questions about the capital of a country.
Ex: "What is the capital of Massachussets?"
"""
opening = Lemma("what") + Lemma("be")
regex = Question(opening) + Question(Pos("DT")) + Lemma("capital") + Pos("IN") + \
Question(Pos("DT")) + PopulatedPlace() + Question(Pos("."))
def interpret(self, match):
capital = CapitalOf(match.populatedplace)
label = LabelOf(capital)
return label, "enum"
class GenreQuestion(QuestionTemplate):
"""
Regex for questions about the genre of a band.
Ex: "What is the music genre of Gorillaz?"
"Music genre of Radiohead"
"""
optional_opening = Question(Pos("WP") + Lemma("be") + Question(Pos("DT")))
regex = optional_opening + Question(Lemma("music")) + Lemma("genre") + \
Pos("IN") + Band() + Question(Pos("."))
def interpret(self, match):
genre = MusicGenreOf(match.band)
label = LabelOf(genre)
return label, "enum"
class MovieDurationQuestion(QuestionTemplate):
"""
Ex: "How long is Pulp Fiction"
"What is the duration of The Thin Red Line?"
"What is the runtime of Fight Club?"
"""
regex = ((Lemmas("how long be") + Movie()) |
(Lemmas("what be") + Pos("DT") + (Lemma("runtime") | Lemma("duration")) +
Pos("IN") + Movie())) + \
Question(Pos("."))
def interpret(self, match):
duration = DurationOf(match.movie)
return duration, ("literal", "{} minutes long")
class DirectorOfQuestion(QuestionTemplate):
"""
Ex: "Who is the director of Big Fish?"
"who directed Pocahontas?"
"""
regex = ((Lemmas("who be") + Pos("DT") + Lemma("director") +
Pos("IN") + Movie()) |
(Lemma("who") + Lemma("direct") + Movie())) + \
Question(Pos("."))
def interpret(self, match):
director = IsPerson() + DirectorOf(match.movie)
director_name = NameOf(director)
return director_name, "literal"
class PresidentOfQuestion(QuestionTemplate):
"""
Regex for questions about the president of a country.
Ex: "Who is the president of Argentina?"
"""
regex = Pos("WP") + Token("is") + Question(Pos("DT")) + \
Lemma("president") + Pos("IN") + Country() + Question(Pos("."))
def interpret(self, match):
president = PresidentOf(match.country)
#incumbent = IncumbentOf(president)
#label = LabelOf(incumbent)
return president, "enum"
class ActorsOfQuestion(QuestionTemplate):
"""
Ex: "who are the actors of Titanic?"
"who acted in Alien?"
"who starred in Depredator?"
"Actors of Fight Club"
"""
regex = (Lemma("who") + Question(Lemma("be") + Pos("DT")) +
(Lemma("act") | Lemma("actor") | Lemma("star")) +
Pos("IN") + Movie() + Question(Pos("."))) | \
((Lemma("actors") | Lemma("actor")) + Pos("IN") + Movie())
def interpret(self, match):
actor = NameOf(IsPerson() + StarsIn(match.movie))
return actor, "enum"
class BooksByAuthorQuestion(QuestionTemplate):
"""
Ex: "list books by George Orwell"
"which books did Suzanne Collins wrote?"
"""
regex = (Question(Lemma("list")) + Lemmas("book by") + Author()) | \
((Lemma("which") | Lemma("what")) + Lemmas("book do") +
Author() + Lemma("write") + Question(Pos("."))) | \
(Question(Lemma("which")) + Lemma("book") + Question(Lemma("be")) + \
Lemma("write") + Pos("IN") + Author() + Question(Pos(".")))
def interpret(self, match):
book = IsBook() + HasAuthor(match.author)
book_name = NameOf(book)
return book_name, "enum"
class ListEntity(QuestionTemplate):
"""
Regex for questions like "List Microsoft software"
"""
entity = Group(Pos("NNP"), "entity")
target = Group(Pos("NN") | Pos("NNS"), "target")
regex = LISTOPEN + entity + target
def interpret(self, match):
entity = HasKeyword(match.entity.tokens)
target_type = HasKeyword(match.target.lemmas)
target = HasType(target_type) + IsRelatedTo(entity)
label = LabelOf(target)
return label, "enum"
class ShowsWithQuestion(QuestionTemplate):
"""
Ex: "List shows with Hugh Laurie"
"In what shows does Jennifer Aniston appears?"
"Shows with Matt LeBlanc"
"""
regex = (Lemmas("list show") + Pos("IN") + Actor()) | \
(Pos("IN") + (Lemma("what") | Lemma("which")) + Lemmas("show do") +
Actor() + (Lemma("appear") | Lemma("work")) +
Question(Pos("."))) | \
((Lemma("show") | Lemma("shows")) + Pos("IN") + Actor())
def interpret(self, match):
show = IsTvShow() + HasActor(match.actor)
show_name = ShowNameOf(show)
return show_name, "enum"
class AlbumsOfQuestion(QuestionTemplate):
"""
Ex: "List albums of Pink Floyd"
"What albums did Pearl Jam record?"
"Albums by Metallica"
"""
regex = (Question(Lemma("list")) + (Lemma("album") | Lemma("albums")) + \
Pos("IN") + Band()) | \
(Lemmas("what album do") + Band() +
(Lemma("record") | Lemma("make")) + Question(Pos("."))) | \
(Lemma("list") + Band() + Lemma("album"))
def interpret(self, match):
album = IsAlbum() + ProducedBy(match.band)
name = NameOf(album)
return name, "enum"
class BandMembersQuestion(QuestionTemplate):
"""
Regex for questions about band member.
Ex: "Radiohead members"
"What are the members of Metallica?"
"""
regex1 = Band() + Lemma("member")
regex2 = Lemma("member") + Pos("IN") + Band()
regex3 = Pos("WP") + Lemma("be") + Pos("DT") + Lemma("member") + \
Pos("IN") + Band()
regex = (regex1 | regex2 | regex3) + Question(Pos("."))
def interpret(self, match):
member = IsMemberOf(match.band)
label = LabelOf(member)
return label, "enum"
class LanguageOfQuestion(QuestionTemplate):
"""
Regex for questions about the language spoken in a country.
Ex: "What is the language of Argentina?"
"what language is spoken in Argentina?"
"which language is spoken in Argentina?"
"""
openings = (Lemma("what") + Token("is") + Pos("DT") +
Question(Lemma("official")) + Lemma("language")) | \
((Lemma("what") | Lemma("which")) + Lemma("language") + Token("is") +
Lemma("speak"))
regex = openings + Pos("IN") + Question(Pos("DT")) + Country() + \
Question(Pos("."))
def interpret(self, match):
language = LanguageOf(match.country)
return language, "enum"
class MoviesByDirectorQuestion(QuestionTemplate):
"""
Ex: "List movies directed by Quentin Tarantino.
"movies directed by Martin Scorsese"
"which movies did Mel Gibson directed"
"Which movies are directed by Steven Speilberg"
"""
regex = (Question(Lemma("list")) + (Lemma("movie") | Lemma("film")) +
Question(Lemma("direct")) + Lemma("by") + Director()) | \
(Lemma("which") + (Lemma("movie") | Lemma("film")) + Lemma("do") +
Director() + Lemma("direct") + Question(Pos("."))) | \
(Lemma("which") + (Lemma("movie") | Lemma("film")) + Pos("VBP") + \
Lemma("direct") + Pos("IN") + Director() + Question(Pos(".")))
def interpret(self, match):
movie = IsMovie() + DirectedBy(match.director)
movie_name = LabelOf(movie)
return movie_name, "enum"
class ReleaseDateQuestion(QuestionTemplate):
"""
Ex: when was Friends release?
"""
regex = Lemmas("when be") + TvShow() + Lemma("release") + \
Question(Pos("."))
def interpret(self, match):
release_date = ReleaseDateOf(match.tvshow)
return release_date, "literal"
class Thing(Particle):
regex = Question(Pos("JJ")) + ((Pos("NN") | Pos("NNP") | Pos("NNS")) |\
Pos("VBN")) + Question(Pos("NN") | Pos("NNP") | Pos("NNS"))
def interpret(self, match):
#print(match.words.tokens)
tokens = match.words.tokens
#tokens = tokens.split(" ")[1]
iiit = re.compile("IIIT")
tokens = iiit.sub("Indian Institute of Information Technology,",
tokens)
iit = re.compile("IIT")
tokens = iit.sub("Indian Institute of Technology", tokens)
return HasKeyword(tokens)
class ActedOnQuestion(QuestionTemplate):
"""
Ex: "List movies with Hugh Laurie"
"Movies with Matt LeBlanc"
"In what movies did Jennifer Aniston appear?"
"Which movies did Mel Gibson starred?"
"Movies starring Winona Ryder"
"""
acted_on = (Lemma("appear") | Lemma("act") | Lemma("star"))
movie = (Lemma("movie") | Lemma("movies") | Lemma("film"))
regex = (Question(Lemma("list")) + movie + Lemma("with") + Actor()) | \
(Question(Pos("IN")) + (Lemma("what") | Lemma("which")) +
movie + Lemma("do") + Actor() + acted_on + Question(Pos("."))) | \
(Question(Pos("IN")) + Lemma("which") + movie + Lemma("do") +
Actor() + acted_on) | \
(Question(Lemma("list")) + movie + Lemma("star") + Actor())
def interpret(self, match):
movie = IsMovie() + HasActor(match.actor)
movie_name = NameOf(movie)
return movie_name, "enum"
class PopulationOfQuestion(QuestionTemplate):
"""
Regex for questions about the population of a country.
Ex: "What is the population of China?"
"How many people live in China?"
"""
openings = (Pos("WP") + Token("is") + Pos("DT") +
Lemma("population") + Pos("IN")) | \
(Pos("WRB") + Lemma("many") + Lemma("people") +
Token("live") + Pos("IN"))
regex = openings + Question(Pos("DT")) + Country() + Question(Pos("."))
def interpret(self, match):
population = PopulationOf(match.country)
return population, "literal"
class WhereIsQuestion(QuestionTemplate):
"""
Ex: "where in the world is the Eiffel Tower"
"""
thing = Group(Plus(Pos("IN") | Pos("NP") | Pos("NNP") | Pos("NNPS")),
"thing")
regex = Lemma("where") + Question(Lemmas("in the world")) + Lemma("be") + \
Question(Pos("DT")) + thing + Question(Pos("."))
def interpret(self, match):
thing = HasKeyword(match.thing.tokens)
location = LocationOf(thing)
location_name = LabelOf(location)
return location_name, "enum"
class CastOfQuestion(QuestionTemplate):
"""
Ex: "What is the cast of Friends?"
"Who works in Breaking Bad?"
"List actors of Seinfeld"
"""
regex = (Question(Lemmas("what be") + Pos("DT")) +
Lemma("cast") + Pos("IN") + TvShow() + Question(Pos("."))) | \
(Lemmas("who works") + Pos("IN") + TvShow() +
Question(Pos("."))) | \
(Lemmas("list actor") + Pos("IN") + TvShow())
def interpret(self, match):
actor = IsPerson() + StarsIn(match.tvshow)
name = LabelOf(actor)
return name, "enum"
class WhatTimeIs(QuestionTemplate):
"""
Regex for questions about the time
Ex: "What time is it in Cordoba"
"""
nouns = Plus(Pos("NN") | Pos("NNS") | Pos("NNP") | Pos("NNPS"))
place = Group(nouns, "place")
openings = (Lemma("what") +
((Token("is") + Token("the") + Question(Lemma("current")) +
Question(Lemma("local")) + Lemma("time")) |
(Lemma("time") + Token("is") + Token("it")))) | \
Lemma("time")
regex = openings + Pos("IN") + place + Question(Pos("."))
def interpret(self, match):
place = HasKeyword(match.place.lemmas.title()) + IsPlace()
utc_offset = UTCof(place)
return utc_offset, "time"
class Movie(Particle):
regex = Question(Pos("DT")) + nouns
def interpret(self, match):
name = match.words.tokens
return IsMovie() + HasName(name)
class Country(Particle):
regex = Plus(Pos("DT") | Pos("NN") | Pos("NNS") | Pos("NNP") | Pos("NNPS"))
def interpret(self, match):
name = match.words.tokens.title()
return IsCountry() + HasKeyword(name)
