Datasets:

jordiclive
/

wikipedia-summary-dataset

This is a dataset that can be used for research into machine learning and natural language processing. It contains all titles and summaries (or introductions) of English Wikipedia articles, extracted in September of 2017.

The dataset is different from the regular Wikipedia dump and different from the datasets that can be created by gensim because ours contains the extracted summaries and not the entire unprocessed page body. This could be useful if one wants to use the smaller, more concise, and more definitional summaries in their research. Or if one just wants to use a smaller but still diverse dataset for efficient training with resource constraints.

A summary or introduction of an article is everything starting from the page title up to the content outline.

Citation Information

@mastersthesis{scheepers2017compositionality,
  author  = {Scheepers, Thijs}, 
  title   = {Improving the Compositionality of Word Embeddings},
  school  = {Universiteit van Amsterdam},
  year    = {2017},
  month   = {11},
  address = {Science Park 904, Amsterdam, Netherlands}
}

Downloads last month: 91

Models trained or fine-tuned on jordiclive/wikipedia-summary-dataset

title stringlengths 1 182	description stringlengths 0 179	summary stringlengths 16 110k	full_text stringlengths 20 326k	__index_level_0__ int64 0 536k
Animalia (book)	1986 picture book by Graeme Base	Animalia is an illustrated children's book by Graeme Base. It was originally published in 1986, followed by a tenth anniversary edition in 1996, and a 25th anniversary edition in 2012. Over four million copies have been sold worldwide. A special numbered and signed anniversary edition was also published in 1996, with...	Animalia is an illustrated children's book by Graeme Base. It was originally published in 1986, followed by a tenth anniversary edition in 1996, and a 25th anniversary edition in 2012. Over four million copies have been sold worldwide. A special numbered and signed anniversary edition was also published in 1996, with...	0
Astronomer	Scientist in the field of astronomy	An astronomer is a scientist in the field of astronomy who focuses their studies on a specific question or field outside the scope of Earth. They observe astronomical objects such as stars, planets, moons, comets and galaxies – in either observational (by analyzing the data) or theoretical astronomy. Examples of topics...	An astronomer is a scientist in the field of astronomy who focuses their studies on a specific question or field outside the scope of Earth. They observe astronomical objects such as stars, planets, moons, comets and galaxies – in either observational (by analyzing the data) or theoretical astronomy. Examples of topics...	2
Alain Connes	French mathematician (born 1947)	Alain Connes (; born 1 April 1947) is a French mathematician, and a theoretical physicist, known for his contributions to the study of operator algebras and noncommutative geometry. He is a professor at the , , Ohio State University and Vanderbilt University. He was awarded the Fields Medal in 1982.	Alain Connes (; born 1 April 1947) is a French mathematician, and a theoretical physicist, known for his contributions to the study of operator algebras and noncommutative geometry. He is a professor at the , , Ohio State University and Vanderbilt University. He was awarded the Fields Medal in 1982. ==Career== Source: ...	3
International Atomic Time	Time standard based on atomic clocks	International Atomic Time (abbreviated TAI, from its French name Temps atomique 1975) is a high-precision atomic coordinate time standard based on the notional passage of proper time on Earth's geoid. TAI is a weighted average of the time kept by over 450 atomic clocks in over 80 national laboratories worldwide. It is ...	International Atomic Time (abbreviated TAI, from its French name Temps atomique 1975) is a high-precision atomic coordinate time standard based on the notional passage of proper time on Earth's geoid. TAI is a weighted average of the time kept by over 450 atomic clocks in over 80 national laboratories worldwide. It is ...	7
Agricultural science	Academic field within biology	Agricultural science (or agriscience for short) is a broad multidisciplinary field of biology that encompasses the parts of exact, natural, economic and social sciences that are used in the practice and understanding of agriculture. Professionals of the agricultural science are called agricultural scientists or agricul...	Agricultural science (or agriscience for short) is a broad multidisciplinary field of biology that encompasses the parts of exact, natural, economic and social sciences that are used in the practice and understanding of agriculture. Professionals of the agricultural science are called agricultural scientists or agricul...	8
Allan Dwan	American film director & screenwriter (1885–1981)	Allan Dwan (born Joseph Aloysius Dwan; April 3, 1885 – December 28, 1981) was a pioneering Canadian-born American motion picture director, producer, and screenwriter.	Allan Dwan (born Joseph Aloysius Dwan; April 3, 1885 – December 28, 1981) was a pioneering Canadian-born American motion picture director, producer, and screenwriter. ==Early life== Born Joseph Aloysius Dwan in Toronto, Ontario, Canada, Dwan, was the younger son of commercial traveler of woolen clothing Joseph Michael ...	9
Arithmetic mean	Sum of a collection of numbers divided by the count of numbers in the collection	In mathematics and statistics, the arithmetic mean ( ) or arithmetic average, or just the mean or the average (when the context is clear), is the sum of a collection of numbers divided by the count of numbers in the collection. The collection is often a set of results of an experiment or an observational study, or freq...	In mathematics and statistics, the arithmetic mean ( ) or arithmetic average, or just the mean or the average (when the context is clear), is the sum of a collection of numbers divided by the count of numbers in the collection. The collection is often a set of results of an experiment or an observational study, or freq...	10
Affirming the consequent	Type of fallacious argument (logical fallacy)	Affirming the consequent, sometimes called converse error, fallacy of the converse, or confusion of necessity and sufficiency, is a formal fallacy of taking a true conditional statement (e.g., "If the lamp were broken, then the room would be dark"), and invalidly inferring its converse ("The room is dark, so the lamp i...	Affirming the consequent, sometimes called converse error, fallacy of the converse, or confusion of necessity and sufficiency, is a formal fallacy of taking a true conditional statement (e.g., "If the lamp were broken, then the room would be dark"), and invalidly inferring its converse ("The room is dark, so the lamp i...	11
Arraignment	Formal reading of the offence toward a criminal defendant	Arraignment is a formal reading of a criminal charging document in the presence of the defendant, to inform them of the charges against them. In response to arraignment, the accused is expected to enter a plea. Acceptable pleas vary among jurisdictions, but they generally include "guilty", "not guilty", and the perempt...	Arraignment is a formal reading of a criminal charging document in the presence of the defendant, to inform them of the charges against them. In response to arraignment, the accused is expected to enter a plea. Acceptable pleas vary among jurisdictions, but they generally include "guilty", "not guilty", and the perempt...	12
Adventure	Exciting or unusual experience	An adventure is an exciting experience or undertaking that is typically bold, sometimes risky. Adventures may be activities with danger such as traveling, exploring, skydiving, mountain climbing, scuba diving, river rafting, or other extreme sports. Adventures are often undertaken to create psychological arousal or in ...	An adventure is an exciting experience or undertaking that is typically bold, sometimes risky. Adventures may be activities with danger such as traveling, exploring, skydiving, mountain climbing, scuba diving, river rafting, or other extreme sports. Adventures are often undertaken to create psychological arousal or in ...	13
Appellate court	Court of law that is empowered to hear an appeal	A court of appeals, also called a court of appeal, appellate court, appeal court, court of second instance or second instance court, is any court of law that is empowered to hear an appeal of a trial court or other lower tribunal. In much of the world, court systems are divided into at least three levels: the trial cou...	A court of appeals, also called a court of appeal, appellate court, appeal court, court of second instance or second instance court, is any court of law that is empowered to hear an appeal of a trial court or other lower tribunal. In much of the world, court systems are divided into at least three levels: the trial cou...	14
An American in Paris	Symphonic tone poem by George Gershwin	An American in Paris is a jazz-influenced orchestral piece by American composer George Gershwin first performed in 1928. It was inspired by the time that Gershwin had spent in Paris and evokes the sights and energy of the French capital during the Années folles. Gershwin scored the piece for the standard instruments of...	An American in Paris is a jazz-influenced orchestral piece by American composer George Gershwin first performed in 1928. It was inspired by the time that Gershwin had spent in Paris and evokes the sights and energy of the French capital during the Années folles. Gershwin scored the piece for the standard instruments of...	15
American National Standards Institute	American non-profit organization that develops standards	The American National Standards Institute (ANSI ) is a private non-profit organization that oversees the development of voluntary consensus standards for products, services, processes, systems, and personnel in the United States. The organization also coordinates U.S. standards with international standards so that Ame...	The American National Standards Institute (ANSI ) is a private non-profit organization that oversees the development of voluntary consensus standards for products, services, processes, systems, and personnel in the United States. The organization also coordinates U.S. standards with international standards so that Ame...	17
Atomic number	Number of protons found in the nucleus of an atom	The atomic number or nuclear charge number (symbol Z) of a chemical element is the charge number of an atomic nucleus. For ordinary nuclei, this is equal to the proton number (np) or the number of protons found in the nucleus of every atom of that element. The atomic number can be used to uniquely identify ordinary che...	The atomic number or nuclear charge number (symbol Z) of a chemical element is the charge number of an atomic nucleus. For ordinary nuclei, this is equal to the proton number (np) or the number of protons found in the nucleus of every atom of that element. The atomic number can be used to uniquely identify ordinary che...	18
Transport in Angola	Transport systems and services in Angola	Transport in Angola comprises:	Transport in Angola comprises: == Roads == Walking home.jpg\|Walking home on EN 105. Tired are they.jpg\|Donkey-drawn carts. Transportation Jingu.jpg\|Three-wheeled motorcycles. The riches transportation.jpg\|Trucks. Midd Town Luanda.jpg\|Automobiles in Luanda. The Nowhere road.jpg\|New highway (2019). == Railways == There a...	19
Appellate procedure in the United States	National rules of court appeals	United States appellate procedure involves the rules and regulations for filing appeals in state courts and federal courts. The nature of an appeal can vary greatly depending on the type of case and the rules of the court in the jurisdiction where the case was prosecuted. There are many types of standard of review for ...	United States appellate procedure involves the rules and regulations for filing appeals in state courts and federal courts. The nature of an appeal can vary greatly depending on the type of case and the rules of the court in the jurisdiction where the case was prosecuted. There are many types of standard of review for ...	20
American Football Conference	One of two conferences in the National Football League	The American Football Conference (AFC) is one of the two conferences of the National Football League (NFL), the highest professional level of American football in the United States. The AFC and its counterpart, the National Football Conference (NFC), each contain 16 teams with 4 divisions. Both conferences were created...	The American Football Conference (AFC) is one of the two conferences of the National Football League (NFL), the highest professional level of American football in the United States. The AFC and its counterpart, the National Football Conference (NFC), each contain 16 teams with 4 divisions. Both conferences were created...	21
A Modest Proposal	1729 satirical essay by Jonathan Swift	A Modest Proposal For preventing the Children of Poor People From being a Burthen to Their Parents or Country, and For making them Beneficial to the Publick, commonly referred to as A Modest Proposal, is a Juvenalian satirical essay written and published anonymously by Jonathan Swift in 1729. The essay suggests that th...	A Modest Proposal For preventing the Children of Poor People From being a Burthen to Their Parents or Country, and For making them Beneficial to the Publick, commonly referred to as A Modest Proposal, is a Juvenalian satirical essay written and published anonymously by Jonathan Swift in 1729. The essay suggests that th...	22
Politics of Angola	Organized society in the African state	The current political regime in Angola is presidentialism, in which the President of the Republic is also head of state and government; it is advised by a Council of Ministers, which together with the President form the national executive power. Legislative power rests with the 220 parliamentarians elected to the Natio...	The current political regime in Angola is presidentialism, in which the President of the Republic is also head of state and government; it is advised by a Council of Ministers, which together with the President form the national executive power. Legislative power rests with the 220 parliamentarians elected to the Natio...	23