facebook/dpr-question_encoder-multiset-base
Feature Extraction
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http://www.freebase.com/view/en/justin_bieber | what is the name of justin bieber brother? | [
"Jazmyn Bieber",
"Jaxon Bieber"
] |
http://www.freebase.com/view/en/natalie_portman | what character did natalie portman play in star wars? | [
"Padmé Amidala"
] |
http://www.freebase.com/view/en/selena_gomez | what state does selena gomez? | [
"New York City"
] |
http://www.freebase.com/view/en/grand_bahama | what country is the grand bahama island in? | [
"Bahamas"
] |
http://www.freebase.com/view/en/the_bahamas | what kind of money to take to bahamas? | [
"Bahamian dollar"
] |
http://www.freebase.com/view/en/john_noble | what character did john noble play in lord of the rings? | [
"Denethor II"
] |
http://www.freebase.com/view/en/joakim_noah | who does joakim noah play for? | [
"Chicago Bulls"
] |
http://www.freebase.com/view/en/washington_redskins | where are the nfl redskins from? | [
"Washington Redskins"
] |
http://www.freebase.com/view/en/saki | where did saki live? | [
"United Kingdom"
] |
http://www.freebase.com/view/en/sacha_baron_cohen | how old is sacha baron cohen? | [
"http://justjared.buzznet.com/2009/01/12/sacha-baron-cohen-insults-madonna-at-golden-globes/"
] |
http://www.freebase.com/view/en/poland | what two countries invaded poland in the beginning of ww2? | [
"Germany"
] |
http://www.freebase.com/view/en/cleveland_ohio | what time zone am i in cleveland ohio? | [
"North American Eastern Time Zone"
] |
http://www.freebase.com/view/en/draco_malfoy | who did draco malloy end up marrying? | [
"Astoria Greengrass"
] |
http://www.freebase.com/view/en/united_states | which countries border the us? | [
"Canada"
] |
http://www.freebase.com/view/en/rome | where is rome italy located on a map? | [
"Rome"
] |
http://www.freebase.com/view/en/nina_dobrev | what is nina dobrev nationality? | [
"Bulgaria"
] |
http://www.freebase.com/view/en/iceland | what country does iceland belong to? | [
"Iceland"
] |
http://www.freebase.com/view/en/john_f_kennedy | which kennedy died first? | [
"John F. Kennedy"
] |
http://www.freebase.com/view/en/beverly_cleary | what books did beverly cleary right? | [
"Ramona's World",
"Ramona Quimby, Age 8",
"Ralph S. Mouse",
"Runaway Ralph",
"Ribsy",
"Sister of the Bride",
"Ellen Tebbits",
"Dear Mr. Henshaw",
"The Mouse and the Motorcycle",
"Beezus and Ramona"
] |
http://www.freebase.com/view/en/philippines | who did the philippines gain independence from? | [
"United States of America"
] |
http://www.freebase.com/view/en/bali | where to fly into bali? | [
"Ngurah Rai Airport"
] |
http://www.freebase.com/view/en/ethiopia | who is the prime minister of ethiopia? | [
"Hailemariam Desalegn"
] |
http://www.freebase.com/view/en/sedona | what to see near sedona arizona? | [
"Sedona Airport",
"Red Rock State Park",
"Seven Canyons",
"Honanki",
"Cathedral Rock",
"Chapel of the Holy Cross",
"Sycamore Canyon",
"Oak Creek Canyon",
"Slide Rock State Park",
"Bell Rock"
] |
http://www.freebase.com/view/en/bill_clinton | what high school did president bill clinton attend? | [
"Hot Springs High School"
] |
http://www.freebase.com/view/en/russia | what form of government does russia have today? | [
"Constitutional republic"
] |
http://www.freebase.com/view/en/taylor_lautner | what movies does taylor lautner play in? | [
"Abduction",
"Eclipse",
"Valentine's Day",
"The Twilight Saga: Breaking Dawn - Part 1",
"New Moon"
] |
http://www.freebase.com/view/en/lebron_james | what year lebron james came to the nba? | [
"2003–04 NBA season"
] |
http://www.freebase.com/view/en/german_language | what did the german revolution lead to? | [
"German Democratic Republic"
] |
http://www.freebase.com/view/en/adriana_lima | how much did adriana lima gain during pregnancy? | [
"Spike Guys' Choice Awards"
] |
http://www.freebase.com/view/en/thai_language | what does thai mean? | [
"Language"
] |
http://www.freebase.com/view/en/wives_of_henry_viii | which wife did king henry behead? | [
"Anne of the Thousand Days"
] |
http://www.freebase.com/view/en/ishmael | who was ishmael's mom? | [
"Hagar"
] |
http://www.freebase.com/view/en/malcolm_x | what was malcolm x trying to accomplish? | [
"African Americans' rights",
"Black Liberation"
] |
http://www.freebase.com/view/en/netherlands | where are the netherlands on a world map? | [
"Kingdom of the Netherlands"
] |
http://www.freebase.com/view/en/brazil | what is the president of brazil? | [
"Dilma Rousseff"
] |
http://www.freebase.com/view/en/france | what are the major cities in france? | [
"Paris"
] |
http://www.freebase.com/view/en/esther | what city did esther live in? | [
"Susa"
] |
http://www.freebase.com/view/en/toronto_maple_leafs | what sport do the toronto maple leafs play? | [
"Ice Hockey"
] |
http://www.freebase.com/view/en/nicholas_ii_of_russia | what is saint nicholas known for? | [
"Grand Duke Alexander Alexandrovich of Russia"
] |
http://www.freebase.com/view/en/essex | when is the new series of the only way is essex starting? | [
"West Horndon"
] |
http://www.freebase.com/view/en/cher | what is cher's son's name? | [
"Elijah Blue Allman",
"Chaz Bono"
] |
http://www.freebase.com/view/en/martin_cooper | what is martin cooper doing now? | [
"Inventor"
] |
http://www.freebase.com/view/en/andrew_jackson | what party was andrew jackson? | [
"Democratic-Republican Party",
"Democratic Party",
"Jacksonian Democratic Party"
] |
http://www.freebase.com/view/en/medicare | what is medicare a? | [
"Centers for Medicare and Medicaid Services"
] |
http://www.freebase.com/view/en/hampton | what county is the city of hampton va in? | [
"Hampton"
] |
http://www.freebase.com/view/en/harry_potter | what is the name of the first harry potter novel? | [
"Harry Potter and the Philosopher's Stone"
] |
http://www.freebase.com/view/en/william_shakespeare | what did william shakespeare do for a living? | [
"Poet",
"Playwright",
"Dramatist",
"Lyricist",
"Author"
] |
http://www.freebase.com/view/en/london_heathrow_airport | what county is heathrow airport in? | [
"London"
] |
http://www.freebase.com/view/en/dmitri_mendeleev | where did dmitri mendeleev study science? | [
"Saint Petersburg State University",
"Ruprecht Karl University of Heidelberg"
] |
http://www.freebase.com/view/en/josh_hutcherson | what movie is josh hutcherson in? | [
"Cirque du Freak: The Vampire's Assistant",
"The Hunger Games",
"7 Days in Havana",
"Journey to the Center of the Earth",
"The Forger",
"Detention",
"Journey 2: The Mysterious Island",
"Red Dawn",
"The Third Rule",
"The Kids Are All Right"
] |
http://www.freebase.com/view/en/laredo | what is there to do in laredo tx? | [
"Veterans Field",
"San Augustin de Laredo Historic District",
"Laredo Energy Arena",
"Lake Casa Blanca",
"Texas A&M International University Soccer Complex",
"Fort McIntosh",
"Southern Careers Institute, Laredo Campus",
"Texas A&M International University",
"Webb County Courthouse",
"Nye"
] |
http://www.freebase.com/view/en/tony_soprano | what season did tony soprano get shot? | [
"The Sopranos"
] |
http://www.freebase.com/view/en/san_francisco_giants | where do the san francisco giants play home games? | [
"AT&T Park"
] |
http://www.freebase.com/view/en/william_jennings_bryan | what year did william jennings bryan run for president? | [
"1900 Democratic National Convention",
"1908 Democratic National Convention",
"1896 Democratic National Convention"
] |
http://www.freebase.com/view/en/frederick_douglass | what was the name of frederick douglass book? | [
"Narrative of the Life of Frederick Douglass, an American Slave"
] |
http://www.freebase.com/view/en/victoria_of_the_united_kingdom | who was queen victoria's parents called? | [
"Prince Edward, Duke of Kent and Strathearn",
"Princess Victoria of Saxe-Coburg-Saalfeld"
] |
http://www.freebase.com/view/en/sally_field | what movies did sally field win an oscar for? | [
"Places in the Heart",
"Sybil",
"Norma Rae",
"A Woman Of Independent Means",
"A Cooler Climate",
"Brothers & Sisters",
"ER"
] |
http://www.freebase.com/view/en/sherlock_holmes | what is the first book sherlock holmes appeared in? | [
"A Study in Scarlet"
] |
http://www.freebase.com/view/en/michael_weston | what type of car does michael weston drive? | [
"Wishcraft"
] |
http://www.freebase.com/view/en/lena_river | where does lena river begin and end? | [
"Baikal Mountains"
] |
http://www.freebase.com/view/en/portuguese | what countries do people speak portuguese? | [
"Brazil",
"Canada",
"Angola",
"Portugal",
"Macau",
"Cape Verde",
"Andorra",
"Timor-Leste",
"Guinea-Bissau",
"Mozambique"
] |
http://www.freebase.com/view/en/pittsburgh | where to exchange euros in pittsburgh? | [
"Allegheny County"
] |
http://www.freebase.com/view/en/walt_disney | what are the names of walt disney kids? | [
"Diane Disney Miller",
"Sharon Mae Disney"
] |
http://www.freebase.com/view/en/bush | who is in the band bush? | [
"Dave Parsons",
"Gavin Rossdale",
"Sacha Putnam",
"Robin Goodridge",
"Nigel Pulsford",
"Corey Britz",
"Chris Traynor"
] |
http://www.freebase.com/view/en/tupac_shakur | what was tupac name in juice? | [
"Bishop"
] |
http://www.freebase.com/view/en/austraila | what timezone is australia gmt? | [
"UTC+8"
] |
http://www.freebase.com/view/en/maggie_grace | who does maggie grace play in taken? | [
"Kim"
] |
http://www.freebase.com/view/en/louis_armstrong | what style of music did louis armstrong play? | [
"Jazz"
] |
http://www.freebase.com/view/en/sydney | when is summer in australia sydney? | [
"City of Sydney"
] |
http://www.freebase.com/view/en/joey_lawrence | what tv show did joey lawrence play on? | [
"Blossom",
"Melissa & Joey",
"Bow",
"Gimme a Break!",
"Run of the House",
"Brotherly Love"
] |
http://www.freebase.com/view/en/denver | what timezone is denver co? | [
"Mountain Time Zone",
"UTC−07:00"
] |
http://www.freebase.com/view/en/brian_austin_green | what character did brian austin green play on 90210? | [
"David Silver"
] |
http://www.freebase.com/view/en/jackie_french | where does jackie french live? | [
"Australia"
] |
http://www.freebase.com/view/en/sparta | what form of government was practiced in sparta? | [
"Monarchy",
"Diarchy"
] |
http://www.freebase.com/view/en/colorado_rockies | when did the colorado rockies go to the world series? | [
"2007 National League Championship Series"
] |
http://www.freebase.com/view/en/peter_parker_spider_man | who was peter parker's first girlfriend? | [
"Marvel Comics"
] |
http://www.freebase.com/view/en/matt_lauer | what college did matt lauer attend? | [
"Ohio University"
] |
http://www.freebase.com/view/en/london | where to go in london england? | [
"Regent's Park",
"Tower of London",
"Buckingham Palace",
"Palace of Westminster",
"London Eye",
"Tower Bridge",
"Hyde Park",
"Westminster Abbey",
"St Paul's Cathedral",
"Trafalgar Square"
] |
http://www.freebase.com/view/en/joan_miro | what school did joan miro attend? | [
"Cercle Artístic de Sant Lluc"
] |
http://www.freebase.com/view/en/france | where did france colonise? | [
"Réunion",
"Saint Barthélemy",
"Mayotte",
"French Southern and Antarctic Lands",
"New Caledonia",
"Saint Pierre and Miquelon",
"Collectivity of Saint Martin",
"French Polynesia",
"Martinique",
"Guadeloupe"
] |
http://www.freebase.com/view/en/vincent_van_gogh | who was vincent van gogh inspired by? | [
"Jozef Israëls",
"Paul Cézanne",
"Anton Mauve",
"Peter Paul Rubens",
"Jean-François Millet",
"Willem Roelofs",
"Eugène Delacroix",
"Claude Monet",
"Rembrandt"
] |
http://www.freebase.com/view/en/jacksonville | where to get married in jacksonville nc? | [
"Atlantic Beach",
"Jacksonville Beach",
"Baldwin",
"St. Johns River",
"Masonic Temple",
"Lewis Mausoleum",
"EverBank Field",
"Jacksonville Veterans Memorial Arena",
"Morocco Temple",
"El Modelo Block"
] |
http://www.freebase.com/view/en/michigan | what time zone am i in michigan? | [
"North American Eastern Time Zone"
] |
http://www.freebase.com/view/en/new_york_knicks | when did the new york knicks win a championship? | [
"1970 NBA Finals",
"1973 NBA Finals"
] |
http://www.freebase.com/view/en/china | what is the official language of china 2010? | [
"Chinese language"
] |
http://www.freebase.com/view/en/woodrow_wilson | what was woodrow wilson's major accomplishments? | [
"United States Secretary of Agriculture",
"Governor of New Jersey",
"President of the United States"
] |
http://www.freebase.com/view/en/jack_daniels | where is jack daniels factory? | [
"Tennessee"
] |
http://www.freebase.com/view/en/pakistan | what language do the speak in pakistan? | [
"English Language",
"Urdu Language"
] |
http://www.freebase.com/view/en/santa_clara_university | where is santa clara university? | [
"United States of America",
"California",
"Santa Clara"
] |
http://www.freebase.com/view/en/korea | which part of korea is communist? | [
"North Korea"
] |
http://www.freebase.com/view/en/timothy_mcveigh | where did timothy mcveigh go to prison? | [
"Terre Haute"
] |
http://www.freebase.com/view/en/yangtze_river | what sea does the yangtze river flow into? | [
"East China Sea"
] |
http://www.freebase.com/view/en/miley_cyrus | who miley cyrus engaged to? | [
"Liam Hemsworth"
] |
http://www.freebase.com/view/en/charles_darwin | what is charles darwin famous for? | [
"Evolution"
] |
http://www.freebase.com/view/en/roanoke_colony | who founded the roanoke settlement? | [
"Rainbow Bluff Expedition"
] |
http://www.freebase.com/view/en/jamaica | what kind of money should i take to jamaica? | [
"Jamaican dollar"
] |
http://www.freebase.com/view/en/robert_downey_jr | who is robert downey jr wife? | [
"Susan Downey"
] |
http://www.freebase.com/view/en/new_york_rangers | where do the ny rangers play? | [
"Madison Square Garden"
] |
http://www.freebase.com/view/en/jefferson_davis | where is jefferson davis buried? | [
"Hollywood Cemetery"
] |
http://www.freebase.com/view/en/stephenie_meyer | who does the author stephenie meyer play in the movie twilight? | [
"Woman at Wedding"
] |
This dataset consists of 6,642 question/answer pairs. The questions are supposed to be answerable by Freebase, a large knowledge graph. The questions are mostly centered around a single named entity. The questions are popular ones asked on the web (at least in 2013).
An example of 'train' looks as follows.
{
"answers": ["Jamaican Creole English Language", "Jamaican English"],
"question": "what does jamaican people speak?",
"url": "http://www.freebase.com/view/en/jamaica"
}
The data fields are the same among all splits.
url
: a string
feature.question
: a string
feature.answers
: a list
of string
features.name | train | test |
---|---|---|
default | 3778 | 2032 |
@inproceedings{berant-etal-2013-semantic,
title = "Semantic Parsing on {F}reebase from Question-Answer Pairs",
author = "Berant, Jonathan and
Chou, Andrew and
Frostig, Roy and
Liang, Percy",
booktitle = "Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing",
month = oct,
year = "2013",
address = "Seattle, Washington, USA",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D13-1160",
pages = "1533--1544",
}
Thanks to @thomwolf, @mariamabarham, @lewtun for adding this dataset.