Datasets:
break_data

Task Categories: text2text-generation
Languages: English
Multilinguality: monolingual
Size Categories: 10K<n<100K
Language Creators: crowdsourced
Annotations Creators: crowdsourced
Source Datasets: original
Licenses: unknown
Dataset Preview
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question_id (string)question_text (string)decomposition (string)operators (string)split (string)
"CWQ_test_WebQTest-100_4452032d9871ca0ca5a79f69f4d7b678"
"What language is spoken in Haiti that belongs to the Gallo Romance language family?"
""
""
"test"
"CWQ_test_WebQTest-100_aa08b377a001e8fbfcc5a18009ca8197"
"What languages are spoken where Tropical Storm Alpha hit?"
""
""
"test"
"CWQ_test_WebQTest-1000_0adacc5f8d85e317c77fbf2ffa83dae9"
"What countries in Oceania have an official symbol of their state trees?"
""
""
"test"
"CWQ_test_WebQTest-1000_44a6b5c516e23d6ac2381e488680b8ec"
"What country in Oceania that produces the beer Monteith's Lager?"
""
""
"test"
"CWQ_test_WebQTest-1000_46f65a3745ff73f46fdcecf071f8b144"
"What Oceania countries that were ruled by Elizabeth II?"
""
""
"test"
"CWQ_test_WebQTest-1000_a1edafe051cb7bc171f2beb523d3a90c"
"Which nation uses the CFP Franc as currency and is located in Oceania?"
""
""
"test"
"CWQ_test_WebQTest-1000_bd14529a374484364751d86b5e8bda92"
"What country in Oceania is located in the Casey Time Zone?"
""
""
"test"
"CWQ_test_WebQTest-1012_0d314d2bc1fed4c1b4af3286a9f2d934"
"What can be done in the place with the largest venue capacity in Hollywood, California?"
""
""
"test"
"CWQ_test_WebQTest-1012_42c78d192f0304e93cd18c38e81a2e82"
"Which Hollywood, California venue has the smallest capacity?"
""
""
"test"
"CWQ_test_WebQTest-1012_7186c1abcae6bcdef171df1feb16997a"
"What are the tourist attraction in the California location that the film Chillerama take place?"
""
""
"test"
"CWQ_test_WebQTest-1012_872253e47dd6ddaa213ff31eeda8783b"
"What is there to do in Hollywood, California in the Eastern Time Zone?"
""
""
"test"
"CWQ_test_WebQTest-1012_957f00252168cb71ee9e94af3ea5f07e"
"What venue that holds 1152 is there to see in Hollywood, CA?"
""
""
"test"
"CWQ_test_WebQTest-1014_334528d6e7e76b73a53c4b72b52cf255"
"Whence did the actor who played in the film "Digital Death/Buy Life" come?"
""
""
"test"
"CWQ_test_WebQTest-102_f1ebd9f7baa11e682ceb73a3b52a3771"
"Who played Barbara Gordon Batgirl and was born in England?"
""
""
"test"
"CWQ_test_WebQTest-1072_92f27159a96f716c1691371e64e5a604"
"Who was the 2010 Governor of the state that houses the United States Bankruptcy Court, District of Arizona?"
""
""
"test"
"CWQ_test_WebQTest-1072_b955f51044a2123babff29671bfd4e70"
"Who is the governor of the area that has the official symbol of Saguaro?"
""
""
"test"
"CWQ_test_WebQTest-1091_61efa0b17cc53c2187422d88bf670f22"
"Is the religion of which Gautama Buddha is a founding figure also a type of religions are in the united states?"
""
""
"test"
"CWQ_test_WebQTest-1120_0748ec0755fe09c857c9179e9201eda7"
"What currency was used before the euro in the jurisdiction where the Government of France is located?"
""
""
"test"
"CWQ_test_WebQTest-1120_b96b735d1d754f27bc8986b614669f7b"
"Befre the Euro was adapted, what the the monetay unit used in the country where the film "Amen" takes place?"
""
""
"test"
"CWQ_test_WebQTest-1178_08a3071aec88af141fc20ed22cfff0e2"
"A person who once lived in Marin City is originally from where?"
""
""
"test"
"CWQ_test_WebQTest-12_4877288a6328203e76db788c200ae16e"
"Who was serving as Ohio governor during the year 2011 and ended their previous position after 2001-01-03?"
""
""
"test"
"CWQ_test_WebQTest-12_76ccde3aa94e7dca4f11f484f1369baf"
"Which Senator of the United States was Governor of Ohio in 2011?"
""
""
"test"
"CWQ_test_WebQTest-1216_a3377a8eb739f84daa945ee91b90f10b"
"The person who lived in Narym in the past was the leader of which nation?"
""
""
"test"
"CWQ_test_WebQTest-1234_840083e6d7f8b9c24c7893c2fa6c203a"
"The person who said "I would as soon leave my son a curse as the almighty dollar" was in what business?"
""
""
"test"
"CWQ_test_WebQTest-1251_060135e66e84cbaa29a73145435c5457"
"What country is the location in Jojo's bizarre adventure and speaks Germanic languages?"
""
""
"test"
"CWQ_test_WebQTest-1251_06b52905bde59492048929d1073ea985"
"Which countries with an iso of 3166-1 alpha-3 of CH speak germanic languages?"
""
""
"test"
"CWQ_test_WebQTest-1251_d758ce1307c52d650955c697a07792f0"
"What is the name of the country with the German Democratic Republic where germanic languages are spoken?"
""
""
"test"
"CWQ_test_WebQTest-1251_dd9813281934463d55e5452175212740"
"What country that speaks Germanic languages has an army less than 39200?"
""
""
"test"
"CWQ_test_WebQTest-1251_dfb6c97ac9bf2f0ac07f27dd80f9edc2"
"Also the location of the airport that serves Nijmegen, which countries speak Germanic languages?"
""
""
"test"
"CWQ_test_WebQTest-1260_5dd0eeca79ae03b7711252c032849eb2"
"Rise is the mascot for the team which won the Super Bowl in what year?"
""
""
"test"
"CWQ_test_WebQTest-1260_6b1c0c0fb24a34937f450fdc16a3387b"
"In what year did the sports team whose fight song is "Seven Nation Army" win the Super Bowl?"
""
""
"test"
"CWQ_test_WebQTest-1260_8c90d5499a627a3478313407b1404ecf"
"In what year did the 2001 AFC Championship Game winners win the Super Bowl?"
""
""
"test"
"CWQ_test_WebQTest-1260_a65373d6ffaa966c347087864c895897"
"What is the year that the team whose's arena is the M&T Bank Stadium won the Superbowl?"
""
""
"test"
"CWQ_test_WebQTest-1260_d95da5fb8a16d81fe56cd4ce00843254"
"When did the sports team whose fight song is "The Baltimore Fight Song" win the Super Bowl?"
""
""
"test"
"CWQ_test_WebQTest-1289_27f6987805010183edbeba6b91a3cafd"
"What type of music featured on the album Epica was composed by Mozart?"
""
""
"test"
"CWQ_test_WebQTest-1301_24c13551b792ceb6ce65520d29b87c61"
"What fun place in Sacramento, CA should I visit that's a structure that opened in 1986?"
""
""
"test"
"CWQ_test_WebQTest-1301_5714a7a5f1feec1348045800b0c0c28c"
"Which amusement park in Sacramento California, was first opened in 1986?"
""
""
"test"
"CWQ_test_WebQTest-1320_7184f912d2d2be62d80145479b29c642"
"What's the home field for the sports team owned by Mark Attanasio?"
""
""
"test"
"CWQ_test_WebQTest-1348_3f44e0c4fd23a8334a972ebb812e0e35"
"What Minneapolis sports team had Peyton Manning's father on their roster?"
""
""
"test"
"CWQ_test_WebQTest-1348_995227fc5dda25d790a913ba7ce06ae5"
"For what sports team founded prior to 1967 did Peyton Manning's father play?"
""
""
"test"
"CWQ_test_WebQTest-1348_d50300a04640da2d3013e859ecdc9257"
"Which team did Peyton Manning 's father play for, where the sports team owner is Rita Benson LeBlanc?"
""
""
"test"
"CWQ_test_WebQTest-1379_8b1ff0551fb22f1d4e54d33d3656b8e8"
"What was Franz Liszt's earliest job that led to leading a religious organization?"
""
""
"test"
"CWQ_test_WebQTest-1379_b4c9a0bc787eec842ac8af4c5f68bb36"
"What professions were held by the writer of "Hungarian Rhapsody no. 7 in D minor, S. 244 no. 7?"?"
""
""
"test"
"CWQ_test_WebQTest-1384_1beae13077eb05db9b853a9c74e3aec8"
"What is the primary religion of the nation which brews Goldstar beer?"
""
""
"test"
"CWQ_test_WebQTest-1384_744a496b907e407b16bc5d7c197dc3f0"
"What is the predominant religion where the leader is Ovadia Yosef?"
""
""
"test"
"CWQ_test_WebQTest-1513_020f93c678f201a55199a0c40d829467"
"What Pacific Time Zone location is in downtown Sacramento?"
""
""
"test"
"CWQ_test_WebQTest-1513_e367034b3791913e53838cc9c20880df"
"What zoo opened on June 2, 1927 is something to do in Downtown Sacramento?"
""
""
"test"
"CWQ_test_WebQTest-1513_fd1f7b01422ed781a7688691219784f8"
"Which amusement park, with its Dragon's Den ride, is in downtown Sacramento?"
""
""
"test"
"CWQ_test_WebQTest-1528_4d68dbe4294e979290940881e3008e0d"
"What movie was Logan Lerman in that was decorated by Barry Greaves?"
""
""
"test"
"CWQ_test_WebQTest-1528_70875f6ef2e81e80a7e94c9eff4337b8"
"What Greek Mythology movie does Logan Lerman play in?"
""
""
"test"
"CWQ_test_WebQTest-1528_836cde2e6cac496e51007560e3bba8d2"
"What film was directed by Georgianne Walken and had Logan Lerman as an actor in it?"
""
""
"test"
"CWQ_test_WebQTest-1528_911cff6e81e18c2e78cb5a8423082bfa"
"What Logan Lerman movie was produced by TSG Entertainment?"
""
""
"test"
"CWQ_test_WebQTest-1528_e4576358163b568a25b6d3037836e483"
"What film that was released on 27 June 2000 featured Logan Lerman?"
""
""
"test"
"CWQ_test_WebQTest-1528_f8024d5f486967b395064aa07aa52d6e"
"In which movie did Logan Lerman act in, that was written by Andrew Davies?"
""
""
"test"
"CWQ_test_WebQTest-1528_f90ae5b46a74424dd0306102c95cb847"
"What Logan Lerman movie was produced by John Lesher?"
""
""
"test"
"CWQ_test_WebQTest-1560_540272628a3440c1e3ee0d073a890920"
"Who is the person that wrote a Vocabulary of Seneca and founded New York University?"
""
""
"test"
"CWQ_test_WebQTest-1560_597bd7b2c629237d470d67390eba7edb"
"Who founded the New York University, and was buried in Philadelphia?"
""
""
"test"
"CWQ_test_WebQTest-1560_9c92108cab15de86fd747fe1982c5294"
"Who founded the branch organization that was originally a project of the Margaret Sanger Papers?"
""
""
"test"
"CWQ_test_WebQTest-1560_a720c55d8c1ac8b92202531c043f6cdd"
"Who retired from their government position after 03/03/1801 and founded New York University?"
""
""
"test"
"CWQ_test_WebQTest-1560_e2ff014eae4ff8dbe3cacbb3e4b0002c"
"Who are the founders of the educational institution where the sports team NYU Violets Men's Basketball plays?"
""
""
"test"
"CWQ_test_WebQTest-1603_621f18c73958916ec425126166181b67"
"Which sacred text of Daoism was written by Laozi?"
""
""
"test"
"CWQ_test_WebQTest-1603_b4ae7897b99465887b3e5c37c392fce6"
"What is the sacred text of the region that worships at Zhi Nan Temple?"
""
""
"test"
"CWQ_test_WebQTest-1603_e92665e57d1cb0110944dbefb39b4684"
"The "Jade Emperor" deity is found in what sacred text(s)?"
""
""
"test"
"CWQ_test_WebQTest-1686_181825fe7646c43aa5701064e8bc73d2"
"Who is the Arizona Governor in 2009 who held her position since 1-26-2009?"
""
""
"test"
"CWQ_test_WebQTest-1686_2e08825361a88f308bfd8faea2e225f0"
"Who was the governor of Arizona in 2009, that held their government position until 1998?"
""
""
"test"
"CWQ_test_WebQTest-1686_5b0246d0bc7172511480c78134ab2e39"
"Who is the governor of the place that Bruce Babbitt held the governmental position in 2009?"
""
""
"test"
"CWQ_test_WebQTest-1686_9bab9238e63a7d7a46ee57bd87baca72"
"Who was 2009 governor of Arizona and had title of Secretary of State of Arizona previously?"
""
""
"test"
"CWQ_test_WebQTest-1686_b30993b3354e5b4bb3ded1e07150aef8"
"What 2009 governor of Arizona is also a member of the Democratic Party?"
""
""
"test"
"CWQ_test_WebQTest-1705_701858265dc8d32eee3d5fadd974a9f1"
"Whence was the composer of "Lucid Dreams"?"
""
""
"test"
"CWQ_test_WebQTest-1742_4449720a6e25f3093a8065ae980f0221"
"What type of government is shared by Japan and the Kingdom of Prussia?"
""
""
"test"
"CWQ_test_WebQTest-1785_2cbb2cad29c6e861c886d3c4a8eb3ce9"
"What movies was Kim Richards in that were released after 1978?"
""
""
"test"
"CWQ_test_WebQTest-1785_4ae1a0927e13f623451a04265c29dc4e"
"What movie with a prequel called "Beyond Witch Mountain" did Kim Richards star in?"
""
""
"test"
"CWQ_test_WebQTest-1785_6e1e55b0316051b2aec513f70a70b4e2"
"Which film written by Alexander Key featured Kim Richards?"
""
""
"test"
"CWQ_test_WebQTest-1785_87df014c2b1d5440ea39f0d94fe211cb"
"Which movie has a character named Margie and featured Kim Richards as an Actor?"
""
""
"test"
"CWQ_test_WebQTest-1785_8e46718c3fc1361ff1c02b62a853b402"
"What Universal Studios movie starred Kim Richards?"
""
""
"test"
"CWQ_test_WebQTest-1785_9ed6de7767498faf51fe594246b6652a"
"In what film starring Kim Richards were costumes designed by Paul Simmons?"
""
""
"test"
"CWQ_test_WebQTest-1785_afeade6c28913208addc4d0685fadb3b"
"Of the films in which Kim Richards acted, which was released latest?"
""
""
"test"
"CWQ_test_WebQTest-1785_c98260470806382c10fedc92d19e1e41"
"What film starring Kim Richards that was directed by Robert Clatworthy?"
""
""
"test"
"CWQ_test_WebQTest-1797_194b220adab0abb76bdf49354cfdf3ff"
"Who held the position through 1870-11-22 and fought in the Battle of Vicksburg?"
""
""
"test"
"CWQ_test_WebQTest-1797_5c79a2f70b136c7c704ea2a8b07bc58a"
"Which unit was a combatant in the Battle of Vicksburg and used Southern States Confederate Currency as its unit of currency?"
""
""
"test"
"CWQ_test_WebQTest-1797_7d457e78902b86bcb3c3613a3d2321b6"
"Who served in the 21st Illinois Volunteer Infantry Regiment that also fought in the battle of Vicksburg?"
""
""
"test"
"CWQ_test_WebQTest-1797_dece4ddacc57788e31bf70edc99f1f37"
"What Government position holder fought in the battle of Vicksburg?"
""
""
"test"
"CWQ_test_WebQTest-1807_0a58f5c10a1664797b73a9ca424fea7f"
"What was the first team for which the actor featured in the film "NHL Greatest Moments" played?"
""
""
"test"
"CWQ_test_WebQTest-1812_179b358fd4db2b454708a6448ec682de"
"In what Parish was the artist who recorded "If I Never See Your Face Again" (remix edit) raised?"
""
""
"test"
"CWQ_test_WebQTest-1817_73f3f759a68b25aad848712c51cb45fb"
"Of the universities where JRR Tolkein is an alumni, which one has the earliest founding date?"
""
""
"test"
"CWQ_test_WebQTest-1817_9e8c595975df45d106fa8ae7a2cb8e1d"
"Where did the author, who published, Unfinished Tales, attended school?"
""
""
"test"
"CWQ_test_WebQTest-1817_c43978f724729b1d78cc37a6efc1c468"
"Where did J.R.R. Tolkien go to school that has headquarters in Citytown, Birmingham?"
""
""
"test"
"CWQ_test_WebQTest-1817_e8393a7bc14f9c91e0813aacbc6d7c05"
"What educational institution with the Cherwell newspaper did JRR Tolkien go to?"
""
""
"test"
"CWQ_test_WebQTest-1840_c00f449746ccac175d49bbcd8f9c7757"
"What languages are spoken where Saami, Lule Language is spoken?"
""
""
"test"
"CWQ_test_WebQTest-1840_c2869e3c84a9bc28305e04b5f0703f3f"
"What do they speak in the place where the Norwegian Forest cat breed originated in?"
""
""
"test"
"CWQ_test_WebQTest-185_08c0146e6ee5281e52c72f9bb9199474"
"What type of judicial system is used in the place where the Ayrault Goverment can be found?"
""
""
"test"
"CWQ_test_WebQTest-185_6c19bc1fe78f2c0015bfd29e5c12767c"
"In the area where the First Valls Government legislative session was held, what is the government type?"
""
""
"test"
"CWQ_test_WebQTest-1875_a7e655ba2343c8713f26f616c09aa12f"
"WHat type of government is run in the nation that includes the second level division Monte Alto, São Paulo?"
""
""
"test"
"CWQ_test_WebQTest-1875_b0412b83228508271932b11e338e48c6"
"What type of political system does the government that held the 54th Brazilian National Congress have?"
""
""
"test"
"CWQ_test_WebQTest-191_08ecfcbddc629f13c14ff545f0d1887c"
"Which college publishes the Sycamore review hournal and includes football player Drew Brees as an alumni?"
""
""
"test"
"CWQ_test_WebQTest-1923_145c7924fc7273c7fffdc9db50d14e9f"
"What movie starring Miley Cyrus that was written by Nicholas Sparks?"
""
""
"test"
"CWQ_test_WebQTest-1923_29c81279ed9a982e12f82e764083db76"
"What television series did Miley Cyrus been in with 0 season?"
""
""
"test"
"CWQ_test_WebQTest-1923_2d077323191d349225d8f3719925c777"
"The person who attended Heritage Elementary School has been in what movies?"
""
""
"test"
"CWQ_test_WebQTest-1923_3c03b909720b25c49766ef76b682c08c"
"What movies with cinematography by Kieran McGuigan starred has Miley Cyrus?"
""
""
"test"
"CWQ_test_WebQTest-1923_3dac7aa955af6ee2ede38f6d42711a00"
"What movie directed by Quentin Jones has starred Miley Cyrus?"
""
""
"test"
End of preview (truncated to 100 rows)

Dataset Card for "break_data"

Dataset Summary

Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations (QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. This repository contains the Break dataset along with information on the exact data format.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

QDMR

  • Size of downloaded dataset files: 15.23 MB
  • Size of the generated dataset: 15.19 MB
  • Total amount of disk used: 30.42 MB

An example of 'validation' looks as follows.

{
    "decomposition": "return flights ;return #1 from  denver ;return #2 to philadelphia ;return #3 if  available",
    "operators": "['select', 'filter', 'filter', 'filter']",
    "question_id": "ATIS_dev_0",
    "question_text": "what flights are available tomorrow from denver to philadelphia ",
    "split": "dev"
}

QDMR-high-level

  • Size of downloaded dataset files: 15.23 MB
  • Size of the generated dataset: 6.24 MB
  • Total amount of disk used: 21.47 MB

An example of 'train' looks as follows.

{
    "decomposition": "return ground transportation ;return #1 which  is  available ;return #2 from  the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
    "operators": "['select', 'filter', 'filter', 'filter', 'project']",
    "question_id": "ATIS_dev_102",
    "question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
    "split": "dev"
}

QDMR-high-level-lexicon

  • Size of downloaded dataset files: 15.23 MB
  • Size of the generated dataset: 30.17 MB
  • Total amount of disk used: 45.40 MB

An example of 'train' looks as follows.

This example was too long and was cropped:

{
    "allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'he', 'distinct', 'House', 'two', 'at least', 'or ', 'date', 'o...",
    "source": "What office, also held by a member of the Maine House of Representatives, did James K. Polk hold before he was president?"
}

QDMR-lexicon

  • Size of downloaded dataset files: 15.23 MB
  • Size of the generated dataset: 73.61 MB
  • Total amount of disk used: 88.84 MB

An example of 'validation' looks as follows.

This example was too long and was cropped:

{
    "allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'distinct', 'two', 'at least', 'or ', 'date', 'on ', '@@14@@', ...",
    "source": "what flights are available tomorrow from denver to philadelphia "
}

logical-forms

  • Size of downloaded dataset files: 15.23 MB
  • Size of the generated dataset: 23.13 MB
  • Total amount of disk used: 38.36 MB

An example of 'train' looks as follows.

{
    "decomposition": "return ground transportation ;return #1 which  is  available ;return #2 from  the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
    "operators": "['select', 'filter', 'filter', 'filter', 'project']",
    "program": "some program",
    "question_id": "ATIS_dev_102",
    "question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
    "split": "dev"
}

Data Fields

The data fields are the same among all splits.

QDMR

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.

QDMR-high-level

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.

QDMR-high-level-lexicon

  • source: a string feature.
  • allowed_tokens: a string feature.

QDMR-lexicon

  • source: a string feature.
  • allowed_tokens: a string feature.

logical-forms

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.
  • program: a string feature.

Data Splits

name train validation test
QDMR 44321 7760 8069
QDMR-high-level 17503 3130 3195
QDMR-high-level-lexicon 17503 3130 3195
QDMR-lexicon 44321 7760 8069
logical-forms 44098 7719 8006

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

More Information Needed

Citation Information

@article{Wolfson2020Break,
  title={Break It Down: A Question Understanding Benchmark},
  author={Wolfson, Tomer and Geva, Mor and Gupta, Ankit and Gardner, Matt and Goldberg, Yoav and Deutch, Daniel and Berant, Jonathan},
  journal={Transactions of the Association for Computational Linguistics},
  year={2020},
}

Contributions

Thanks to @patrickvonplaten, @lewtun, @thomwolf for adding this dataset.

Models trained or fine-tuned on break_data