FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
Paper • 2305.14251 • Published • 2
entity stringlengths 3 36 | one_fact_prompt stringlengths 42 75 | factscore_prompt stringlengths 22 55 | hundredw_prompt stringlengths 39 72 | around_100 stringlengths 44 77 | wikipedia_text stringlengths 0 137k |
|---|---|---|---|---|---|
Suthida | Provide me a one-sentence fact about Suthida.
| Tell me a bio of Suthida.
| Tell me a bio of Suthida within 100 words.
| Tell me a bio of Suthida with around 100 words.
| Suthida Bajrasudhabimalalakshana (Thai: สมเด็จพระนางเจ้าสุทิดา พัชรสุธาพิมลลักษณ พระบรมราชินี, RTGS: Suthida Phatcharasuthaphimonlak, pronounced [sùʔ.tʰíʔ.dāː pʰát.tɕʰa.ráʔ.sùʔ.tʰāː.pʰíʔ.mōn.lák] ), born Suthida Tidjai (Thai: สุทิดา ติดใจ; 3 June 1978), is Queen of Thailand as the fourth wife of King Vajiralongkorn. B... |
Miguel Ángel Félix Gallardo | Provide me a one-sentence fact about Miguel Ángel Félix Gallardo.
| Tell me a bio of Miguel Ángel Félix Gallardo.
| Tell me a bio of Miguel Ángel Félix Gallardo within 100 words.
| Tell me a bio of Miguel Ángel Félix Gallardo with around 100 words.
| Miguel Ángel Félix Gallardo (born January 8, 1946), commonly referred to by his aliases El Jefe de Jefes ('The Boss of Bosses') and El Padrino ('The Godfather'), is a convicted Mexican drug kingpin who was one of the founders of the Guadalajara Cartel, which controlled much of the drug trafficking in Mexico and the co... |
Iggy Azalea | Provide me a one-sentence fact about Iggy Azalea.
| Tell me a bio of Iggy Azalea.
| Tell me a bio of Iggy Azalea within 100 words.
| Tell me a bio of Iggy Azalea with around 100 words.
| Amethyst Amelia Kelly (born 7 June 1990), known professionally as Iggy Azalea ( ə-ZAY-lee-ə), is an Australian rapper and songwriter. Born in Sydney, Azalea moved to the United States at the age of 16 in order to pursue a career in music. She earned public recognition after releasing the music videos for her songs "Pus... |
Fernando da Costa Novaes | Provide me a one-sentence fact about Fernando da Costa Novaes.
| Tell me a bio of Fernando da Costa Novaes.
| Tell me a bio of Fernando da Costa Novaes within 100 words.
| Tell me a bio of Fernando da Costa Novaes with around 100 words.
| Fernando da Costa Novaes (April 6, 1927 – March 24, 2004) was a Brazilian ornithologist who worked on the Amazonian bird fauna.
Education
In 1971 he was granted his doctorate from the State University of São Paulo at Rio Claro, with the thesis Estudo ecológico das aves em uma área de vegetação secundária do baixo rio ... |
Jan Zamoyski | Provide me a one-sentence fact about Jan Zamoyski.
| Tell me a bio of Jan Zamoyski.
| Tell me a bio of Jan Zamoyski within 100 words.
| Tell me a bio of Jan Zamoyski with around 100 words.
| Jan Sariusz Zamoyski (Latin: Ioannes Zamoyski de Zamoscie; 19 March 1542 – 3 June 1605) was a Polish nobleman, magnate, statesman and the 1st ordynat of Zamość. He served as the Royal Secretary from 1565, Deputy Chancellor from 1576, Grand Chancellor of the Crown from 1578, and Great Hetman of the Crown from 1581.
Zamo... |
Radhika Apte | Provide me a one-sentence fact about Radhika Apte.
| Tell me a bio of Radhika Apte.
| Tell me a bio of Radhika Apte within 100 words.
| Tell me a bio of Radhika Apte with around 100 words.
| Radhika Apte (Marathi pronunciation: [ɾaːd̪ʰikaː əpʈe]) (born 7 September 1985) is an Indian film and television
actress. She began acting in theatre and made her film debut with a brief role in the fantasy drama Vaah! Life Ho Toh Aisi! (2005). Her first lead role was in the 2009 Bengali drama Antaheen. She gained att... |
David Galloway (writer) | Provide me a one-sentence fact about David Galloway (writer).
| Tell me a bio of David Galloway (writer).
| Tell me a bio of David Galloway (writer) within 100 words.
| Tell me a bio of David Galloway (writer) with around 100 words.
| David Darryl Galloway (born 5 May 1937 – 28 December 2019) was an American novelist, curator, journalist and academic. A graduate of Harvard University, he was the founding curator of the Tehran Museum of Contemporary Art, a longtime contributor to the International Herald Tribune, an emeritus professor at the Ruhr Un... |
Cheyenne Brando | Provide me a one-sentence fact about Cheyenne Brando.
| Tell me a bio of Cheyenne Brando.
| Tell me a bio of Cheyenne Brando within 100 words.
| Tell me a bio of Cheyenne Brando with around 100 words.
| Tarita Cheyenne Brando (20 February 1970 – 16 April 1995) was a French fashion model. She was the daughter of actor Marlon Brando by his third wife Tarita Teriipaia, an actress from French Polynesia whom he met while filming Mutiny on the Bounty in 1962.
Early life
Brando was born in 1970. She was raised by her mother... |
Mihai Eminescu | Provide me a one-sentence fact about Mihai Eminescu.
| Tell me a bio of Mihai Eminescu.
| Tell me a bio of Mihai Eminescu within 100 words.
| Tell me a bio of Mihai Eminescu with around 100 words.
| Mihai Eminescu (Romanian pronunciation: [miˈhaj emiˈnesku] ; born Mihail Eminovici; 15 January 1850 – 15 June 1889) was a Romanian Romantic poet, novelist, and journalist from Moldavia, generally regarded as the most famous and influential Romanian poet. Eminescu was an active member of the Junimea literary society and... |
John Atkinson Grimshaw | Provide me a one-sentence fact about John Atkinson Grimshaw.
| Tell me a bio of John Atkinson Grimshaw.
| Tell me a bio of John Atkinson Grimshaw within 100 words.
| Tell me a bio of John Atkinson Grimshaw with around 100 words.
| John Atkinson Grimshaw (6 September 1836 – 13 October 1893) was an English Victorian-era artist best known for his nocturnal scenes of urban landscapes. He was called a "remarkable and imaginative painter" by the critic and historian Christopher Wood in Victorian Painting (1999).
Grimshaw's love for realism stemmed fro... |
Maja Jager | Provide me a one-sentence fact about Maja Jager.
| Tell me a bio of Maja Jager.
| Tell me a bio of Maja Jager within 100 words.
| Tell me a bio of Maja Jager with around 100 words.
| Maja Buskbjerg Jager (born 22 December 1991) is a Danish recurve archer. A two-time competitor at the Olympic Games (2012 and 2020), Jager was the women's individual champion at the 2013 World Archery Championships, an achievement for which she was awarded the Danish Sports Name of the Year prize for 2013. She is also ... |
Richie Dorman | Provide me a one-sentence fact about Richie Dorman.
| Tell me a bio of Richie Dorman.
| Tell me a bio of Richie Dorman within 100 words.
| Tell me a bio of Richie Dorman with around 100 words.
| Richie Dorman (born 14 June 1988) is a Welsh retired professional footballer, currently working as a sporting director for Burton Albion.
Early and personal life
Dorman, from Hawarden, is the brother of fellow player Andy Dorman.
Career
Dorman played for the academy of English club Blackburn Rovers, and played in the... |
Braulio Lara | Provide me a one-sentence fact about Braulio Lara.
| Tell me a bio of Braulio Lara.
| Tell me a bio of Braulio Lara within 100 words.
| Tell me a bio of Braulio Lara with around 100 words.
| Braulio Armando Lara Peguero (December 20, 1988 – April 20, 2019) was a Dominican professional baseball pitcher. He played in the KBO League for the SK Wyverns in 2016.
Career
Tampa Bay Rays
Lara signed as an international free agent with the Tampa Bay Rays in 2008. He spent his first two professional seasons with th... |
Katherine Ryan | Provide me a one-sentence fact about Katherine Ryan.
| Tell me a bio of Katherine Ryan.
| Tell me a bio of Katherine Ryan within 100 words.
| Tell me a bio of Katherine Ryan with around 100 words.
| Katherine Louisa Ryan (born June 1983) is a Canadian comedian, writer, presenter, actress and singer. She has appeared on British TV and radio panel shows, including 8 Out of 10 Cats, Never Mind the Buzzcocks, A League of Their Own, Mock the Week, Would I Lie to You?, QI, Just a Minute, Safeword, and Have I Got News fo... |
Matthew Perry | Provide me a one-sentence fact about Matthew Perry.
| Tell me a bio of Matthew Perry.
| Tell me a bio of Matthew Perry within 100 words.
| Tell me a bio of Matthew Perry with around 100 words.
| Matthew Langford Perry (August 19, 1969 – October 28, 2023) was an American and Canadian actor, comedian, director and screenwriter. He gained international fame for starring as Chandler Bing on the NBC television sitcom Friends (1994–2004). Perry also appeared on Ally McBeal (2002) and received Primetime Emmy Award no... |
Amr Shabana | Provide me a one-sentence fact about Amr Shabana.
| Tell me a bio of Amr Shabana.
| Tell me a bio of Amr Shabana within 100 words.
| Tell me a bio of Amr Shabana with around 100 words.
| Amr Shabana (Arabic: عمرو شبانة; born 20 July 1979 in Cairo) is a former professional squash player from Egypt. He won the World Open in 2003, 2005, 2007 and 2009, and reached the World No. 1 ranking in 2006.
He represented the winning Egyptian team in the 1999 Men's World Team Squash Championships held in Cairo and th... |
Sage Stallone | Provide me a one-sentence fact about Sage Stallone.
| Tell me a bio of Sage Stallone.
| Tell me a bio of Sage Stallone within 100 words.
| Tell me a bio of Sage Stallone with around 100 words.
| Sage Moonblood Stallone (May 5, 1976 – July 13, 2012) was an American actor. He was the eldest child of actor Sylvester Stallone.
Early life
Sage Stallone was born in Los Angeles, California, the elder son and first child of Sasha Czack and actor Sylvester Stallone. He was the brother of Seargeoh "Seth" Stallone, and ... |
Abdulqawi Yusuf | Provide me a one-sentence fact about Abdulqawi Yusuf.
| Tell me a bio of Abdulqawi Yusuf.
| Tell me a bio of Abdulqawi Yusuf within 100 words.
| Tell me a bio of Abdulqawi Yusuf with around 100 words.
| Abdulqawi Ahmed Yusuf (Somali: Cabdulqaawi Axmed Yuusuf) is a Somali lawyer and judge serving on the International Court of Justice since 2009. He served as the court's president from 2018 to 2021.
Early life
Yusuf was born in the northeastern town of Eyl, Puntland, Somalia. He holds a Juris Doctor (Somali National Un... |
End of preview. Expand in Data Studio
Inspired by the dataset from FActScore.
With this dataset, LLMs are given the task of writing biographies which can be validated for factual accuracy against Wikipedia articles.
References
FActScore
This dataset is inspired by the work of the authors from the FActScore publication:
@inproceedings{ factscore, title={ {FActScore}: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation }, author={ Min, Sewon and Krishna, Kalpesh and Lyu, Xinxi and Lewis, Mike and Yih, Wen-tau and Koh, Pang Wei and Iyyer, Mohit and Zettlemoyer, Luke and Hajishirzi, Hannaneh }, year={ 2023 }, booktitle = { EMNLP }, url={ https://arxiv.org/abs/2305.14251 } }
Wikipedia
This dataset contains content from Wikipedia, which is licensed under CC BY-SA 4.0.
© Wikipedia contributors. See Wikipedia:Reusing Wikipedia content for more information.
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