DataHammer/scimrc huggingface dataset:
Question: What is the effectiveness plan generation?
Evidence: While the plan generation stage is guaranteed to be faithful to the input, the translation process from plans to text is based on a neural seq2seq model and may suffer from known issues with such models: hallucinating facts that do not exist in the input, repeating facts, or dropping facts. While the clear mapping between plans and text helps to reduce these issues greatly, the system in BIBREF0 still has 2% errors of these kinds.
Recent work in neural text generation and summarization attempt to address these issues by trying to map the textual outputs back to structured predicates, and comparing these predicates to the input data. BIBREF7 uses a neural checklist model to avoid the repetition of facts and improve coverage. BIBREF8 generate $k$-best output candidates with beam search, and then try to map each candidate output back to the input structure using a reverse seq2seq model trained on the same data. They then select the highest scoring output candidate that best translates back to the input. BIBREF9 reconstructs the input in training time, by jointly learning a back-translation model and enforcing the back-translation to reconstruct the input. Both of these approaches are “soft” in the sense that they crucially rely on the internal dynamics or on the output of a neural network module that may or may not be correct.
While the plan generation stage is guaranteed to be faithful to the input, the translation process from plans to text is based on a neural seq2seq model and may suffer from known issues with such models: hallucinating facts that do not exist in the input, repeating facts, or dropping facts. While the clear mapping between plans and text helps to reduce these issues greatly, the system in BIBREF0 still has 2% errors of these kinds.
Recent work in neural text generation and summarization attempt to address these issues by trying to map the textual outputs back to structured predicates, and comparing these predicates to the input data.
Answer: The answers are shown as follows:
* clear mapping between plans and text helps to reduce these issues greatly, the system in BIBREF0 still has 2% errors
* work in neural text generation and summarization attempt to address these issues
Question: What is the PrivacyQA in this paper?
Evidence: Privacy policies are the documents which disclose the ways in which a company gathers, uses, shares and manages a user's data. As legal documents, they function using the principle of notice and choice BIBREF0, where companies post their policies, and theoretically, users read the policies and decide to use a company's products or services only if they find the conditions outlined in its privacy policy acceptable. Many legal jurisdictions around the world accept this framework, including the United States and the European Union BIBREF1, BIBREF2. However, the legitimacy of this framework depends upon users actually reading and understanding privacy policies to determine whether company practices are acceptable to them BIBREF3. In practice this is seldom the case BIBREF4, BIBREF5, BIBREF6, BIBREF7, BIBREF8, BIBREF9, BIBREF10. This is further complicated by the highly individual and nuanced compromises that users are willing to make with their data BIBREF11, discouraging a `one-size-fits-all' approach to notice of data practices in privacy documents.
With devices constantly monitoring our environment, including our personal space and our bodies, lack of awareness of how our data is being used easily leads to problematic situations where users are outraged by information misuse, but companies insist that users have consented. The discovery of increasingly egregious uses of data by companies, such as the scandals involving Facebook and Cambridge Analytica BIBREF12, have further brought public attention to the privacy concerns of the internet and ubiquitous computing. This makes privacy a well-motivated application domain for NLP researchers, where advances in enabling users to quickly identify the privacy issues most salient to them can potentially have large real-world impact.
[1]https://play.google.com/store/apps/details?id=com.gotokeep.keep.intl [2]https://play.google.com/store/apps/details?id=com.viber.voip [3]A question might not have any supporting evidence for an answer within the privacy policy.
Motivated by this need, we contribute PrivacyQA, a corpus consisting of 1750 questions about the contents of privacy policies, paired with over 3500 expert annotations. The goal of this effort is to kickstart the development of question-answering methods for this domain, to address the (unrealistic) expectation that a large population should be reading many policies per day. In doing so, we identify several understudied challenges to our ability to answer these questions, with broad implications for systems seeking to serve users' information-seeking intent. By releasing this resource, we hope to provide an impetus to develop systems capable of language understanding in this increasingly important domain.
Motivated by this need, we contribute PrivacyQA, a corpus consisting of 1750 questions about the contents of privacy policies, paired with over 3500 expert annotations.
Answer: It is a corpus consisting of 1750 questions about the contents of privacy policies, paired with over 3500 expert annotations.
Question: Where is Dutch spoken?
Evidence: Dutch is an official language of the Netherlands proper, Belgium, Suriname, the Dutch Caribbean municipalities (St. Eustatius, Saba and Bonaire), Aruba, Curaçao and Sint Maarten. Dutch is also an official language of several international organisations, such as the European Union, Union of South American Nations and the Caribbean Community. At an academic level, Dutch is taught in about 175 universities in 40 countries. About 15,000 students worldwide study Dutch at university.

In Europe, most of the population of the Netherlands (where it is the only official language spoken countrywide) and about 60% of the population of Belgium (as one of three official languages) speak Dutch. Outside the Low Countries, Dutch is the native language of the majority of the population of the South American country of Suriname, a former Dutch colony, where it also holds an official status, as it does in the Caribbean island countries of Aruba, Curaçao and Sint Maarten, which are constituent countries of the Kingdom of the Netherlands. Up to half a million native speakers reside in the United States, Canada and Australia combined,[n 3] and historical linguistic minorities on the verge of extinction remain in parts of France, Germany and Indonesia.[n 4]
Answer: Dutch is mostly spoken in The Netherlands, Belgium and Suriname, where it is an official language. In addition, it is taught across 40 other countries around the world.
Question: Tell me whether these songs are performed by Nick Cave & The Bad Seeds or by Radiohead: Karma Police, The Good Son, The Mercy Seat, Creep, Planet Telex, Deanna, Pyramid Song, Airbag, Tupelo, Into My Arms, The National Anthem, Morning Bell, Lament, Idioteque, Red Right Hand, Straight To You
Answer: The following songs are performed by Nick Cave & The Bad Seeds:
The Good Son, The Mercy Seat, Deanna, Tupelo, Into My Arms, Lament, Red Right Hand, Straight To You
The following songs are performed by Radiohead:
Karma Police, Creep, Planet Telex, Pyramid Song, Airbag, The National Anthem, Morning Bell, Idioteque,
Question: What are the limitations of this dataset?
Evidence: There exist a few limitations to this database. These data are unique to Beth Israel Deaconess Medical Center (BIDMC), and models resulting from these data may not generalize to notes generated at other hospitals. Admissions to hospitals not associated with BIDMC will not have been captured, and generalizability is limited due to the limited geographic distribution of patients which present to the hospital.
We welcome opportunities to continue to expand this dataset with additional phenotypes sought in the unstructured text, patient subsets, and text originating from different sources, with the goal of expanding the utility of NLP methods to further structure patient note text for retrospective analyses.
These data are unique to Beth Israel Deaconess Medical Center (BIDMC), and models resulting from these data may not generalize to notes generated at other hospitals. Admissions to hospitals not associated with BIDMC will not have been captured, and generalizability is limited due to the limited geographic distribution of patients which present to the hospital.
Answer: These data are unique to Beth Israel Deaconess Medical Center (BIDMC), and models resulting from these data may not generalize to notes generated at other hospitals. Admissions to hospitals not associated with BIDMC will not have been captured, and generalizability is limited due to the limited geographic distribution of patients which present to the hospital.
Question: What is Oz?
Answer: Oz is an American prison drama television series set at a fictional men's prison created and principally written by Tom Fontana. It was the first one-hour dramatic television series to be produced by the premium cable network HBO. Oz premiered on July 12, 1997, and ran for six seasons. The series finale aired on February 23, 2003.
Question: Is Davos worth traveling?
Evidence: Davos is an Alpine resort town and a municipality in the Praettigau/Davos Region in the canton of Graubuenden, Switzerland. It has a permanent population of 10,832 (2020). Davos is located on the river Landwasser, in the Rhaetian Alps, between the Plessur and Albula Ranges.

The municipality covers nearly the entire valley of the Landwasser, and the centre of population, economic activity, and administration is two adjacent villages: Davos Dorf (German: Davos Village) and Davos Platz (Davos Place), at 1,560 m (5,120 ft) above sea level.

Gaining prominence in the 19th century as a mountain health resort, Davos is perhaps best known today for hosting the World Economic Forum—often referred to simply as "Davos"—an annual meeting of global political and corporate leaders. With a long history of winter sport, Davos also has one of Switzerland's largest ski resorts, and hosts the international Spengler Cup ice hockey tournament each December.

https://en.wikipedia.org/wiki/Davos
Answer: Davos is a very scenic town in the Swiss Alps. Famous for winter sports like skiing, cross-country skiing, sledding, ice hockey and ice skating and also for the World Economic Forum that take place annually.
Question: Which dataset do they use?
Evidence: We have evaluated the output of Nefnir against a reference corpus of 21,093 tokens and their correct lemmas.
Samples for the reference corpus were extracted from two larger corpora, in order to obtain a diverse vocabulary:
We have evaluated the output of Nefnir against a reference corpus of 21,093 tokens and their correct lemmas.

Samples for the reference corpus were extracted from two larger corpora, in order to obtain a diverse vocabulary:
Answer: The answers are shown as follows:
* a reference corpus of 21,093 tokens and their correct lemmas
Question: Extract the species of coffee from the text. Separate them with a semi-colon
Evidence: Several species of shrub of the genus Coffea produce the berries from which coffee is extracted. The two main species commercially cultivated are Coffea canephora (predominantly a form known as 'robusta') and C. arabica. C. arabica, the most highly regarded species, is native to the southwestern highlands of Ethiopia and the Boma Plateau in southeastern Sudan and Mount Marsabit in northern Kenya. C. canephora is native to western and central Subsaharan Africa, from Guinea to Uganda and southern Sudan. Less popular species are C. liberica, C. stenophylla, C. mauritiana, and C. racemosa.

All coffee plants are classified in the large family Rubiaceae. They are evergreen shrubs or trees that may grow 5 m (15 ft) tall when unpruned. The leaves are dark green and glossy, usually 10–15 cm (4–6 in) long and 6 cm (2.4 in) wide, simple, entire, and opposite. Petioles of opposite leaves fuse at the base to form interpetiolar stipules, characteristic of Rubiaceae. The flowers are axillary, and clusters of fragrant white flowers bloom simultaneously. Gynoecium consists of an inferior ovary, also characteristic of Rubiaceae. The flowers are followed by oval berries of about 1.5 cm (0.6 in). When immature, they are green, and they ripen to yellow, then crimson, before turning black on drying. Each berry usually contains two seeds, but 5–10% of the berries have only one; these are called peaberries. Arabica berries ripen in six to eight months, while robusta takes nine to eleven months.

Coffea arabica is predominantly self-pollinating, and as a result, the seedlings are generally uniform and vary little from their parents. In contrast, Coffea canephora, and C. liberica are self-incompatible and require outcrossing. This means that useful forms and hybrids must be propagated vegetatively. Cuttings, grafting, and budding are the usual methods of vegetative propagation. On the other hand, there is great scope for experimentation in search of potential new strains.
Answer: Coffea canephora; C. arabica; C. liberica; C. stenophylla; C. mauritiana; C. racemosa
Question: Who was the first astronaut?
Answer: Yuri Gagarin, a Russian pilot, was the first person to travel into space. On April 12, 1961, he completed an orbit around the Earth in the Vostok 1 capsule. Gagarin famously said, "Our Earth is blue," while in Earth orbit.
Question: According to the text below, what is a block?
Evidence: Block (data storage)

In computing (specifically data transmission and data storage), a block, sometimes called a physical record, is a sequence of bytes or bits, usually containing some whole number of records, having a maximum length; a block size. Data thus structured are said to be blocked. The process of putting data into blocks is called blocking, while deblocking is the process of extracting data from blocks. Blocked data is normally stored in a data buffer, and read or written a whole block at a time. Blocking reduces the overhead and speeds up the handling of the data stream. For some devices, such as magnetic tape and CKD disk devices, blocking reduces the amount of external storage required for the data. Blocking is almost universally employed when storing data to 9-track magnetic tape, NAND flash memory, and rotating media such as floppy disks, hard disks, and optical discs.

Most file systems are based on a block device, which is a level of abstraction for the hardware responsible for storing and retrieving specified blocks of data, though the block size in file systems may be a multiple of the physical block size. This leads to space inefficiency due to internal fragmentation, since file lengths are often not integer multiples of block size, and thus the last block of a file may remain partially empty. This will create slack space. Some newer file systems, such as Btrfs and FreeBSD UFS2, attempt to solve this through techniques called block suballocation and tail merging. Other file systems such as ZFS support variable block sizes.

Block storage is normally abstracted by a file system or database management system (DBMS) for use by applications and end users. The physical or logical volumes accessed via block I/O may be devices internal to a server, directly attached via SCSI or Fibre Channel, or distant devices accessed via a storage area network (SAN) using a protocol such as iSCSI, or AoE. DBMSes often use their own block I/O for improved performance and recoverability as compared to layering the DBMS on top of a file system.
Answer: In computing -- and specifically in data transmission and data storage -- a block is a sequence of bytes or bits containing a number of records and having a maximum length. Putting data into blocks is called blocking, and reduces overhead and speeds up handling of a data stream. Block storage is typically abstracted by a file system or database management system for use by applications and end users.
Question: What is used to measure the clustering purity?
Evidence: To evaluate the unsupervised domain clustering we used the multi-domain corpus proposed by BIBREF8 which includes textual data in five diverse domains: subtitles, medical text (PDF documents from the European Medicines Agency), legal text (legislative text of the European Union), translations of the Koran, and IT-related text (manuals and localization files of open-source software). This dataset includes parallel sentences in English and German; for this experiment we used the English portion of the data. See more details on the dataset in Section SECREF22. We used 2000 distinct sentences from each domain. To evaluate whether the resulting clusters indeed capture the domains the data was drawn from we measure the clustering purity, which is a well-known metric for evaluating clustering BIBREF24. To measure the clustering purity, we assign each unsupervised cluster with the most common “true” domain in the sentences assigned to that cluster, and then compute the accuracy according to this majority-based cluster-domain assignment (note that in this case several unsupervised clusters can be assigned to the same domain). In cases where randomness is involved we run each experiment five times with different initializations and report the mean and variance of the purity metric for each model.
To measure the clustering purity, we assign each unsupervised cluster with the most common “true” domain in the sentences assigned to that cluster, and then compute the accuracy according to this majority-based cluster-domain assignment.
Answer: They assign each unsupervised cluster with the most common “true”domain in the sentences assigned to that cluster.
Question: How many children did Louis Pasteur have, and how many died of typhoid fever?
Evidence: Pasteur married Marie Pasteur (née Laurent) in 1849. She was the daughter of the rector of the University of Strasbourg, and was Pasteur's scientific assistant. They had five children together, three of whom died as children. Their eldest daughter, Jeanne, was born in 1850. She died from typhoid fever, aged 9, whilst at the boarding school Arbois in 1859. In 1865, 2-year-old Camille died of a liver tumour. Shortly after they decided to bring Cécile home from boarding school, but she too died of typhoid fever on 23 May 1866 at the age of 12. Only Jean Baptiste (b. 1851) and Marie Louise (b. 1858) survived to adulthood. Jean Baptiste would be a soldier in the Franco-Prussian War between France and Prussia.
Answer: Louis Pasteur had 5 children, 2 of which died from Typhoid fever
Question: Who owns the canoe named The Island Bird?
Evidence: The Island Bird is a Chesapeake Bay log canoe, built in 1882, by William Sidney Covington in Tilghman, Maryland. She is a 27 ft 4 in (8.33 m) sailing log canoe with a racing rig, a sharp stem with a longhead bow, and a sharp, raking stern. She is one of the smallest boats in the active racing fleet, with a beam of only 5 ft 6.5 in (1.689 m). The boat is privately owned by the descendants of Mr. Covington and has been racing every season since 1949. She one of the last 22 surviving traditional Chesapeake Bay racing log canoes that carry on a tradition of racing on the Eastern Shore of Maryland that has existed since the 1840s. She is located at St. Michaels, Talbot County, Maryland.
Answer: The descendants of William Sidney Covington
Question: What are the best places to visit in France?
Answer: France as a country has to offer an immense choice of travel and experience. Paris is certainly the city for those who like art, culture, and history. Its rich palaces, forts, and museums are evidence of France's culture & glorious history. For those who prefer a sunny day at a sun-kissed Mediterranean beach, the cities of Nice, Cannes, and Saint-Tropez are recommended. Anywhere you go in France, don't forget to taste its gourmet cheese and magnificent wine. And this goes without saying, the Eiffel Tower at night is absolutely gorgeous.
Question: Who is Mariano Sánchez?
Evidence: Mariano Sánchez Martínez (born 28 January 1978) is a Spanish former professional footballer who played as a defensive midfielder.

He appeared in 108 Segunda División games over three seasons, scoring two goals for Cartagena.

Club career
Born in San Pedro del Pinatar, Region of Murcia, Sánchez did not reach the Segunda División B until he was 26, in 2004, arriving at CD Alcoyano from amateurs AD Mar Menor-San Javier. In the following year he moved to another club at that level, FC Cartagena, helping it promote to Segunda División in his fourth season.

Sánchez made his debut in the competition on 29 August 2009 at the age of 31 years and seven months, playing the full 90 minutes in a 1–0 away win against Girona FC. He scored his first league goal on 22 May 2010 in the 3–5 home loss to Levante UD, and never appeared in less than 34 league matches during his three seasons in that tier, suffering relegation in his last and renewing his contract for a further two years in June 2012.

On 14 May 2014, the 36-year-old Sánchez announced he would retire at the end of the campaign while hoping to help his team promote, which eventually did not befell.

Personal life
Sánchez rejected an offer to play youth football for Real Murcia when he was 18, after deciding to move to Madrid to study architecture. Not being able to enter Real Madrid's youth system, he chose to retire from football.

After his playing days, Sánchez continued to work as an architect. Still as an active player, he was the figurehead behind the creation of the sports complex Pinatar Arena, in his hometown.
Answer: Mariano Sánchez Martínez, also known as Mariano Sánchez is a Spanish former professional footballer who played as a defensive midfielder.
Question: Given this paragraph about the Roman temple known as the Pantheon, tell me whether we definitively know why the temple was called the Pantheon.
Evidence: The name "Pantheon" is from the Ancient Greek "Pantheion" meaning "of, relating to, or common to all the gods". Cassius Dio, a Roman senator who wrote in Greek, speculated that the name comes either from the statues of many gods placed around this building, or from the resemblance of the dome to the heavens. His uncertainty strongly suggests that "Pantheon" (or Pantheum) was merely a nickname, not the formal name of the building. In fact, the concept of a pantheon dedicated to all the gods is questionable. The only definite pantheon recorded earlier than Agrippa's was at Antioch in Syria, though it is only mentioned by a sixth-century source. Ziegler tried to collect evidence of pantheons, but his list consists of simple dedications "to all the gods" or "to the Twelve Gods", which are not necessarily true pantheons in the sense of a temple housing a cult that literally worships all the gods.
Answer: We do not know why the temple was called the Pantheon. Even Cassius Dio, a Roman senator who would have had more context by nature of living and ruling in Roman society, was only able to speculate where the name came from.
Question: What are some of the best vegan protein sources
Answer: Here are some of the most high protein vegan protein sources 

* Tofu
* Tempeh
* Seitan
* Edamame Beans
* Garbanzo Beans
Question: Name some players on the Golden State Warriors basketball team.
Answer: The current roster of the Golden State Warriors basketball team includes the following players: Stephen Curry, Draymond Green, Andrew Wiggins, Jordan Poole, Klay Thompson, Kevon Looney, Jonathan Kuminga.
Question: What is a mammal?
Answer: A mammal is a warm blooded vertebrate animal that is distinguished by having mammary glands and hair. Typically mammals give birth to live babies that need the help of their parents to survive. Some fun facts include, 1) bats are the only flying mammals,  and 2) blue whales, the largest animals on the planet, are also mammals.