Making Pre-trained Language Models Better Few-shot Learners
Paper • 2012.15723 • Published
question stringlengths 35 52 | passage stringlengths 204 1.4k | idx int32 249 9.4k | label class label 2
classes |
|---|---|---|---|
is ghost in the shell based on the anime | Ghost in the Shell -- Animation studio Production I.G has produced several different anime adaptations of Ghost in the Shell, starting with the 1995 film of the same name, telling the story of Section 9's investigation of the Puppet Master. The television series Ghost in the Shell: Stand Alone Complex followed in 2002,... | 7,457 | 0False |
is there gonna be a season 8 of the walking dead | The Walking Dead (season 8) -- The eighth season of The Walking Dead, an American post-apocalyptic horror television series on AMC, premiered on October 22, 2017, and concluded on April 15, 2018, consisting of 16 episodes. Developed for television by Frank Darabont, the series is based on the eponymous series of comic ... | 7,496 | 1True |
is there such a thing as green onyx | Onyx -- Brazilian green onyx was often used as plinths for art deco sculptures created in the 1920s and 1930s. The German sculptor Ferdinand Preiss used Brazilian green onyx for the base on the majority of his chryselephantine sculptures. Green onyx was also used for trays and pin dishes -- produced mainly in Austria -... | 6,863 | 1True |
is wells fargo and wachovia the same bank | Wachovia -- The acquisition of Wachovia by Wells Fargo was completed on December 31, 2008 after a government-forced sale to avoid Wachovia's failure. The Wachovia brand was absorbed into the Wells Fargo brand in a process that lasted three years: on October 15, 2011, the last Wachovia branches in North Carolina were co... | 8,790 | 1True |
is friday night lights movie based on a true story | Friday Night Lights (film) -- Friday Night Lights is a 2004 American sports drama film, directed by Peter Berg, which 'dramatized' the coach and players of a high school football team in the Texas city of Odessa that supported and was obsessed with them. The book on which it was based, Friday Night Lights: A Town, a Te... | 7,788 | 1True |
is a peace bond an admission of guilt | Peace bond -- The use of peace bonds is rather uncommon in the U.S. justice system, but a deferred prosecution has a similar effect. Since there is no conviction or admission of any guilt, signing a peace bond in Canada does not usually result in U.S. inadmissibility under INA § 212 (a) (2). | 8,897 | 0False |
does eating your boogers improve your immune system | Eating mucus -- Mucophagy, despite its benefits on one's immunity, comes with some health risks due to the potential physical aggravation resulting from the action of nose picking, and the germs on fingers and in mucus. Picking one's nose can cause upper airway irritation as well as other injuries including nasal septa... | 4,274 | 1True |
do you have more gas at higher altitudes | High-altitude flatus expulsion -- High-altitude flatus expulsion (HAFE) is a gastrointestinal syndrome which involves the spontaneous passage of increased quantities of rectal gases at high altitudes. First described by Joseph Hamel in c. 1820 and occasionally described afterward, a landmark study of this phenomenon wa... | 5,048 | 1True |
is solid snake and big boss the same person | Big Boss (Metal Gear) -- Big Boss is one of the central characters in the Metal Gear video game series. He was introduced in the original Metal Gear games for the MSX2 as the commanding officer and subsequent nemesis of Solid Snake. He is later featured as Naked Snake, the protagonist of Metal Gear Solid prequels where... | 4,271 | 0False |
is the show jessie filmed in new york | Jessie (2011 TV series) -- After casting was finalized and changes were made to several of the characters to suit the actors chosen, the series skipped the pilot phase and was put directly into production. Filming began in June 2011 on Stage 3/8 at Hollywood Center Studios which, prior to start of production, served as... | 5,786 | 0False |
is the song of songs the same as the song of solomon | Song of Songs -- The Song of Songs, also Song of Solomon or Canticles (Hebrew: שִׁיר הַשִּׁירִים, Šîr HašŠîrîm, Greek: ᾎσμα ᾎσμάτων, asma asmaton, both meaning Song of Songs), is one of the megillot (scrolls) found in the last section of the Tanakh, known as the Ketuvim (or ``Writings''), and a book of the Old Testame... | 4,045 | 1True |
is northwest florida state college a 4 year college | Northwest Florida State College -- The school voted to change its name to Okaloosa-Walton Community College in 1988, and gained four-year status in 2003, thus changing its name to Okaloosa-Walton College. | 2,747 | 1True |
is the movie the quiet place based on a book | A Quiet Place (film) -- A Quiet Place is a production of Sunday Night and Platinum Dunes; it was produced on a budget of $17 million. Krasinski wrote the screenplay with story co-writers Scott Beck and Bryan Woods. Beck and Woods grew up together in the US state of Iowa, and had watched numerous silent films in college... | 8,175 | 0False |
did spain qualify for the 2018 world cup | 2018 FIFA World Cup qualification – UEFA Group G -- The group winners, Spain, qualified directly for the 2018 FIFA World Cup. The group runners-up, Italy, advanced to the play-offs as one of the best 8 runners-up, where they lost to Sweden and thus failed to qualify for the first time since 1958. | 9,317 | 1True |
are grey and red squirrels the same species | Red squirrel -- The eastern grey squirrel and the red squirrel are not directly antagonistic, and violent conflict between these species is not a factor in the decline in red squirrel populations. However, the eastern grey squirrel appears to be able to decrease the red squirrel population due to several reasons: | 2,098 | 0False |
is bermuda off the coast of south carolina | Bermuda -- Bermuda is a group of low-forming volcanoes in the Atlantic Ocean, near the western edge of the Sargasso Sea, roughly 578 nautical miles (1,070 km; 665 mi) east-southeast of Cape Hatteras on the Outer Banks of North Carolina and about 594 nautical miles (1,100 km; 684 mi) southeast of Martha's Vineyard of Ma... | 4,991 | 1True |
do litigants on people's court get paid | The People's Court -- The losing party does not actually need to pay the judgment, as such. Instead (as is stated in the disclaimer at the end of each show), both parties are paid from a fund (set up by Ralph Edwards-Stu Billett Productions). This fund was based on the amount of the lawsuit claim, but an exact formula ... | 249 | 1True |
is texas the biggest state in the us | Texas -- Texas (/ˈtɛksəs/, locally /-səz/; Spanish: Texas or Tejas (ˈtexas)) is the second largest state in the United States by both area and population. Geographically located in the South Central region of the country, Texas shares borders with the U.S. states of Louisiana to the east, Arkansas to the northeast, Okl... | 7,323 | 0False |
will there be a adventures of tintin 2 | The Adventures of Tintin (film) -- Spielberg acquired rights to produce a film based on The Adventures of Tintin series following Hergé's death in 1983, and re-optioned them in 2002. Filming was due to begin in October 2008 for a 2010 release, but release was delayed to 2011 after Universal opted out of producing the f... | 709 | 1True |
do will and emma get together in glee | Emma Pillsbury -- Emma Pillsbury Schuester (previously Pillsbury-Howell) is a fictional character from the Fox musical comedy-drama series Glee. Portrayed by actress Jayma Mays, Emma has appeared in Glee from its pilot episode, first broadcast on May 19, 2009. Emma was developed by Glee creators Ryan Murphy, Brad Falch... | 7,528 | 1True |
is the princess and the goblin a disney movie | The Princess and the Goblin (film) -- The Princess and the Goblin (Hungarian: A hercegnő és a kobold) is a 1991 British-Hungarian-American animated musical fantasy film directed by József Gémes and written by Robin Lyons, an adaptation of George MacDonald's 1872 novel of the same name. | 2,137 | 0False |
is there going to be a wwe draft in 2017 | WWE draft -- On May 25, 2016, due to SmackDown moving to Tuesdays and to a live broadcast starting July 19, necessitating a brand extension, WWE announced that the draft would be returning. It would later be announced that the 2016 WWE draft would take place on July 19 during SmackDown's first live broadcast, which was... | 4,541 | 1True |
does izzie come back in grey's anatomy | Izzie Stevens -- Heigl garnered critical acclaim for her performance as Izzie and received numerous awards and nominations for her role, winning the ``Outstanding Supporting Actress In A Drama Series'' at the 2007 Emmy Awards. She was critical of the character's development during the show's fourth season, particularly... | 2,756 | 0False |
did sam ever make it home in quantum leap | Sam Beckett -- When Sam corrected the timeline, he leaped forward, but not all the way home; this time, he found himself assuming the identity of a minor-league professional baseball player named Tim Fox. For the rest of his life (an epilogue in the series finale tells us Sam never gets home, but in our terms, it was t... | 4,596 | 0False |
is it possible to get 1 point in football | Safety (gridiron football score) -- In gridiron football, the safety (American football) or safety touch (Canadian football) is a scoring play that results in two points (or, in rare cases, one point) being awarded to the scoring team. Safeties can be scored in a number of ways, such as when a ball carrier is tackled i... | 6,977 | 1True |
is the atomic number equal to the number of protons | Atomic number -- The atomic number or proton number (symbol Z) of a chemical element is the number of protons found in the nucleus of an atom. It is identical to the charge number of the nucleus. The atomic number uniquely identifies a chemical element. In an uncharged atom, the atomic number is also equal to the numbe... | 4,984 | 1True |
is the tick part of arthur's imagination | Tick (comics) -- In the Amazon Prime video series, The Tick is fixated on Arthur, and even mentions at one point that his thinking is fuzzy when away from Arthur. Despite Arthur's repeated attempts to push The Tick away, the hero won't leave Arthur's side for long. The Tick also frequently talks about Destiny as if she... | 6,364 | 0False |
is this the last season of gsme of thrones | Game of Thrones -- Game of Thrones is an American fantasy drama television series created by David Benioff and D.B. Weiss. It is an adaptation of A Song of Ice and Fire, George R.R. Martin's series of fantasy novels, the first of which is A Game of Thrones. It is filmed in Belfast and elsewhere in the United Kingdom, C... | 4,779 | 0False |
can a state supreme court decision be appealed | State supreme court -- The court consists of a panel of judges selected by methods outlined in the state constitution. State supreme courts are completely distinct from any United States federal courts located within the geographical boundaries of a state's territory, or the federal United States Supreme Court (althoug... | 4,300 | 1True |
does the snake river flow into the columbia river | Snake River -- The Snake River is the thirteenth longest river in the United States. Its watershed is the 10th largest among North American rivers, and covers almost 108,000 square miles (280,000 km) in portions of six U.S. states: Wyoming, Idaho, Nevada, Utah, Oregon, and Washington, with the largest portion in Idaho.... | 8,087 | 1True |
can there be outliers in a normal distribution | Outlier -- Deletion of outlier data is a controversial practice frowned upon by many scientists and science instructors; while mathematical criteria provide an objective and quantitative method for data rejection, they do not make the practice more scientifically or methodologically sound, especially in small sets or w... | 9,398 | 0False |
is ready player one based on a true story | Ready Player One -- Ready Player One is a 2011 science fiction novel, and the debut novel of American author Ernest Cline. The story, set in a dystopian 2040s, follows protagonist Wade Watts on his search for an Easter egg in a worldwide virtual reality game, the discovery of which will lead him to inherit the game cre... | 7,247 | 0False |
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Check out the documentation for more information.
FewGLUE_32dev
This repository contains the FewGLUE_32dev dataset, an extension of the FewGLUE, which enables NLU few-shot learning tasks to be benchmarked under a new 32-sample-dev setting. It has been proved in previous work that using larger development sets confer a significant advantage beyond few-shot. FewGLUE_32dev is built by adding additional few-shot dev sets with 32 examples randomly selected from the original/unused SuperGLUE training sets.
Data Format
The data files follow the exact same format as SuperGLUE task files.
Structure
For each SuperGLUE task T, the directory FewGLUE_32dev/T contains the 32-sample-dev file (dev32.jsonl), which consists of 32 examples for few-shot validation.
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