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Entity-deduction-arena-20-questions

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validation · 15.4k rows

subject stringlengths 1 18	question stringlengths 3 145	answer stringclasses 6 values	quality_labels sequencelengths 3 3	score int64 2 3	high_quality bool 1 class	labels sequencelengths 3 3	is_bad bool 1 class	true_votes int64 0 3	majority bool 2 classes	subject_split_index int64 0 1	question_split_index int64 0 1
wetsuit	is it a type of job?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
congress	is it living?	always	[ "about-word", "good", "good" ]	2	true	[ "always", "always", "usually" ]	false	3	true	0	1
shotgun	Is it a type of weapon?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	0
rulebook	is it a tangible thing	null	[ "good", "good", "good" ]	3	true	[ "always", "usually", "usually" ]	false	3	true	1	0
trombone	Is it at all wearable?	never	[ "guess", "good", "good" ]	2	true	[ "never", "never", "never" ]	false	0	false	1	0
leopard	is it a human	never	[ "good", "good", "guess" ]	2	true	[ "never", "never", "never" ]	false	0	false	0	1
lake	does it involve water?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	1
sun	Do we eat it?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
brow	Is it a living thing?	irrelevant	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
trombone	Is it a type of transportation?	never	[ "guess", "good", "good" ]	2	true	[ "never", "never", "never" ]	false	0	false	1	0
steamer	Does it use sunlight?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
cook	Is it associated with food or food preparation?	null	[ "good", "good", "good" ]	3	true	[ "always", "sometimes", "usually" ]	false	3	true	1	0
goose	does it have a brain?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "usually" ]	false	3	true	0	1
gladiator	does it have to do with finances	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	1
football	is it a game	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	1
bee	is it an insect	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	0
assets	Does a human wear it?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
philosopher	Do they take part in combat operations?	null	[ "good", "good", "about-word" ]	2	true	[ "never", "never", "never" ]	false	0	false	0	1
nativity	Is it highly technical?	rarely	[ "good", "good", "good" ]	3	true	[ "rarely", "rarely", "rarely" ]	false	0	false	0	1
privates	Is it fun?	never	[ "good", "good", "good" ]	3	true	[ "usually", "sometimes", "sometimes" ]	false	3	true	0	1
computer	is it electronic	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "sometimes" ]	false	3	true	0	1
neckwear	Is it found inside?	irrelevant	[ "good", "good", "good" ]	3	true	[ "usually", "sometimes", "sometimes" ]	false	3	true	1	0
center	is it easily accesible to people?	sometimes	[ "good", "good", "good" ]	3	true	[ "sometimes", "usually", "sometimes" ]	false	3	true	0	1
quiche	Is it alive?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
estuary	Is it a type of rock?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	0
institute	do mostly sick people go there	sometimes	[ "good", "good", "good" ]	3	true	[ "sometimes", "usually", "usually" ]	false	3	true	0	1
birthmark	does it have to do with the law?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
concrete	is there water	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	0
precinct	can you bring your kids there	irrelevant	[ "good", "good", "good" ]	3	true	[ "always", "sometimes", "usually" ]	false	3	true	1	1
hummer	Is it commonly bought or sold?	sometimes	[ "good", "good", "good" ]	3	true	[ "usually", "always", "always" ]	false	3	true	0	1
terracotta	Move it eaisily?	usually	[ "good", "good", "good" ]	3	true	[ "sometimes", "sometimes", "usually" ]	false	3	true	0	1
ribcage	Can it be touched?	null	[ "good", "good", "good" ]	3	true	[ "sometimes", "always", "usually" ]	false	3	true	1	0
straw	Is it made of plastic?	null	[ "good", "good", "good" ]	3	true	[ "usually", "usually", "usually" ]	false	3	true	0	0
goblet	Is it living	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
juror	is it related to law	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "sometimes" ]	false	3	true	0	1
entrepreneur	Is it a specific occupation?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "usually" ]	false	3	true	0	1
flyswatter	is it used in a bedroom?	sometimes	[ "guess", "good", "good" ]	2	true	[ "sometimes", "usually", "sometimes" ]	false	3	true	0	1
leprechaun	is it a woman	never	[ "good", "about-word", "good" ]	2	true	[ "never", "never", "rarely" ]	false	0	false	0	1
water	can it kill or injure me	null	[ "guess", "good", "good" ]	2	true	[ "sometimes", "always", "sometimes" ]	false	3	true	0	1
oxcart	manmade?	always	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	1	0
fatigue	is it air?	rarely	[ "guess", "good", "good" ]	2	true	[ "never", "never", "never" ]	false	0	false	0	0
zookeeper	would it be at a zoo	null	[ "good", "good", "guess" ]	2	true	[ "always", "always", "always" ]	false	3	true	0	1
solicitor	Does it work outside?	sometimes	[ "good", "good", "good" ]	3	true	[ "sometimes", "sometimes", "sometimes" ]	false	3	true	1	0
denim	Is it used for storage?	rarely	[ "good", "good", "good" ]	3	true	[ "never", "never", "rarely" ]	false	0	false	1	0
carousel	is it found in an amusement park	null	[ "good", "good", "guess" ]	2	true	[ "usually", "always", "always" ]	false	3	true	0	1
showplace	is it waste	never	[ "good", "good", "good" ]	3	true	[ "rarely", "never", "rarely" ]	false	0	false	0	1
shark	Does it have parasites?	null	[ "good", "guess", "good" ]	2	true	[ "sometimes", "sometimes", "sometimes" ]	false	3	true	0	1
stapler	Is it used in an office	null	[ "good", "good", "good" ]	3	true	[ "usually", "usually", "always" ]	false	3	true	0	0
dispenser	is it something mechanical	null	[ "not-yes-no", "good", "good" ]	2	true	[ "sometimes", "usually", "usually" ]	false	3	true	0	1
slave	can you buy it at stores	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	0
rose	Is it a sunflower?	null	[ "guess", "good", "good" ]	2	true	[ "never", "never", "never" ]	false	0	false	1	0
driver	is it alive?	null	[ "good", "guess", "good" ]	2	true	[ "always", "always", "usually" ]	false	3	true	1	0
wine	is it liquid	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	1	0
mistletoe	is it made out of wood	usually	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
canon	is it made of metal?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	1	0
turntable	electronic	null	[ "good", "guess", "good" ]	2	true	[ "usually", "always", "usually" ]	false	3	true	1	0
shunt	is it wooden?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
watch	is it something you can buy at walmart	null	[ "good", "good", "good" ]	3	true	[ "usually", "always", "usually" ]	false	3	true	0	0
ant	Is it a human?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "rarely" ]	false	0	false	0	1
macadamia	can you buy this at a store like walmart	always	[ "good", "good", "good" ]	3	true	[ "sometimes", "always", "always" ]	false	3	true	0	0
perfume	Does it smell bad?	null	[ "good", "good", "good" ]	3	true	[ "rarely", "rarely", "never" ]	false	0	false	0	0
decongestant	Is it usually a liquid?	sometimes	[ "good", "good", "good" ]	3	true	[ "usually", "sometimes", "usually" ]	false	3	true	0	1
critter	is it living?	always	[ "good", "good", "good" ]	3	true	[ "usually", "usually", "sometimes" ]	false	3	true	0	1
underwear	could it be used to place over something else?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "usually" ]	false	3	true	0	1
cell	Is it a cell?	null	[ "about-word", "good", "good" ]	2	true	[ "always", "always", "always" ]	false	3	true	1	1
hunk	Is it a human?	always	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	1
washstand	Is it made out of metal?	sometimes	[ "good", "good", "good" ]	3	true	[ "sometimes", "sometimes", "sometimes" ]	false	3	true	1	0
paper	is it found in an office	null	[ "good", "good", "not-yes-no" ]	2	true	[ "always", "always", "usually" ]	false	3	true	0	1
tombstone	Is it fun?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
hay	is it a household item	null	[ "guess", "good", "good" ]	2	true	[ "rarely", "never", "never" ]	false	0	false	0	1
pretzel	Is this food cooked?	always	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	1	1
roadrunner	does it run fast	always	[ "good", "good", "guess" ]	2	true	[ "always", "always", "always" ]	false	3	true	1	0
socialite	Is it made or hard material?	never	[ "good", "guess", "good" ]	2	true	[ "never", "never", "never" ]	false	0	false	0	0
marker	alive?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	0
paper	Do you use this object to listen to music?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
ultraviolet	Can it be seen with the naked eye?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	1
limp	Can it be found in a house	rarely	[ "good", "good", "good" ]	3	true	[ "sometimes", "always", "sometimes" ]	false	3	true	0	1
whale	does it have hair	null	[ "good", "good", "good" ]	3	true	[ "never", "rarely", "never" ]	false	0	false	0	1
orange	Is it a citrus fruit?	null	[ "good", "good", "good" ]	3	true	[ "always", "sometimes", "always" ]	false	3	true	1	0
magic	Is it alive?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
body	Is it always heavy?	usually	[ "good", "good", "good" ]	3	true	[ "sometimes", "usually", "sometimes" ]	false	3	true	0	1
walking	Is it illegal?	null	[ "good", "good", "good" ]	3	true	[ "never", "never", "rarely" ]	false	0	false	0	1
agriculturist	is human?	null	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	1	0
puppy	Is it living?	null	[ "good", "good", "good" ]	3	true	[ "always", "usually", "usually" ]	false	3	true	0	1
phone	is it tech	null	[ "good", "good", "good" ]	3	true	[ "always", "usually", "always" ]	false	3	true	1	0
slammer	does it have to do with networking?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
hemp	Is it medicine?	sometimes	[ "good", "good", "good" ]	3	true	[ "usually", "sometimes", "sometimes" ]	false	3	true	1	0
badger	does it live in the wild?	usually	[ "good", "good", "good" ]	3	true	[ "always", "always", "always" ]	false	3	true	0	1
seashell	found at the ocean?	usually	[ "good", "good", "good" ]	3	true	[ "usually", "always", "sometimes" ]	false	3	true	1	1
mammogram	Does it include people?	always	[ "good", "good", "good" ]	3	true	[ "usually", "always", "usually" ]	false	3	true	0	1
bed	usually found outside?	null	[ "good", "good", "good" ]	3	true	[ "rarely", "rarely", "never" ]	false	0	false	0	1
invitation	can be seen	usually	[ "not-yes-no", "good", "good" ]	2	true	[ "sometimes", "usually", "usually" ]	false	3	true	0	0
clitoris	does it have a brain?	irrelevant	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	1
shoe	can you wear it	null	[ "good", "good", "good" ]	3	true	[ "always", "usually", "always" ]	false	3	true	1	0
crack	Has wheels?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
birthstone	Is it a living thing?	never	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	1	0
honeybee	are people allergic to them	sometimes	[ "good", "good", "good" ]	3	true	[ "sometimes", "sometimes", "sometimes" ]	false	3	true	0	1
dissembler	is it living?	irrelevant	[ "good", "good", "good" ]	3	true	[ "usually", "sometimes", "always" ]	false	3	true	0	1
sacker	is it small	rarely	[ "good", "good", "good" ]	3	true	[ "never", "never", "never" ]	false	0	false	0	0
boar	Is it alive?	always	[ "good", "good", "good" ]	3	true	[ "always", "always", "usually" ]	false	3	true	1	0

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twentyquestions

The twentyquestios dataset provides 20 Questions style questions and answers collected from real games of twentyquestions between people on Mechanical Turk.

In this directory, you'll find the following files:

twentyquestions-train.jsonl
twentyquestions-dev.jsonl
twentyquestions-test.jsonl
twentyquestions-all.jsonl

The files represent the train, dev, and test splits as well as all the data together before being split. Train, dev, and test were split by dividing up the questions and subjects into train, dev, and test buckets. Thus, dev has questions and subjects never seen in train, and test has questions and subjects seen in neither train nor dev.

Each file is in JSON Lines format with the following keys:

subject: the subject from the game of 20 Questions
question: the question that the player asked
answer: the answer that the other player gave during the game, with null for questions that were crowdsourced outside of a game of 20 Questions.
quality_labels: a list of labels for the quality of the question. "good" means the question is high quality, otherwise specific issues are called out such as "guess" if the question was a guess or "not-yes-no" if the question is not a yes or no question.
score: the number of crowd workers that assessed the question as high quality (out of 3)
high_quality: the majority vote for the quality of the question
labels: the truth-values assigned by 3 different crowd workers (each value is one of "always", "usually", "sometimes", "rarely", "never" or "bad")
is_bad: whether or not any crowd workers labeled the assertion as bad
true_votes: the number of votes out of 3 for the question being true about the subject
majority: the majority label for true or false
subject_split_index: the smallest index (0 train, 1 dev, 2 test) in which the subject appears
question_split_index: the smallest index (0 train, 1 dev, 2 test) in which the question appears

Note that some of the rows were obtained after the games of 20 Questions by taking existing rows and changing the subject to flip the answer from true to false or vice versa. This step was done to reduce subject-only biases in the data.

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Number of rows:

15,403