DataHammer/scimrc huggingface dataset:
Question: For which languages most of the existing MRC datasets are created?
Evidence: The previously mentioned datasets are all in English. To add diversities to the reading comprehension datasets, Cui et al. cui-etal-2016 proposed the first Chinese cloze-style reading comprehension dataset: People Daily & Children's Fairy Tale, including People Daily news datasets and Children's Fairy Tale datasets. They also generate the data in an automatic manner, which is similar to the previous datasets. They choose short articles (several hundreds of words) as Document and remove a word from it, whose type is mostly named entities and common nouns. Then the sentence that contains the removed word will be regarded as Query. To add difficulties to the dataset, along with the automatically generated evaluation sets (validation/test), they also release a human-annotated evaluation set. The experimental results show that the human-annotated evaluation set is significantly harder than the automatically generated questions. The reason would be that the automatically generated data is accordance with the training data which is also automatically generated and they share many similar characteristics, which is not the case when it comes to human-annotated data.
The previously mentioned datasets are all in English
Answer: English
Question: Given a reference text about the Driftwood River, tell me what main river it is part of.
Evidence: The Driftwood River is a 15.5-mile-long (24.9 km) tributary of the East Fork of the White River in central Indiana in the United States. Via the White, Wabash and Ohio rivers, it is part of the watershed of the Mississippi River. It is a short river, formed by the confluence of two longer streams a short distance upstream of its mouth.

Course
The Driftwood River is formed in southeastern Johnson County, 1 mile (1.6 km) west of Edinburgh, by the confluence of Sugar Creek and the Big Blue River. It flows generally southwardly through northwestern Bartholomew County to Columbus, where it joins the Flatrock River to form the East Fork of the White River.

Near Edinburgh, IN, Driftwood River has a mean annual discharge of 1,210 cubic feet per second.[
Answer: The Driftwood River is part of the Mississippi River.
Question: What are the words of House Bulwer?
Answer: "Death Before Disgrace"
Question: What is the meaning of "tidal coupling"?
Evidence: Nomadism is a way of life in which people don't have a permanent place to live. Instead, they move around a certain area in search of food and grazing land.
Answer: Tidal coupling or synchronous rotation is what causes one astronomical object's face to be fixed pointing to another, just as the Moon's visible face is always pointing to the Earth. A coupled object takes the same amount of time to rotate about its axis as it does to translate around its companion. This synchronous rotation, also known as captured rotation or synchronous rotation, causes one hemisphere to point continuously toward the companion object. Normally, only the satellite couples around a larger planet, but if the mass difference between the two bodies and the distance between them is small, both objects may have a reciprocal tidal coupling, as Pluto and Charon do.
Question: Given a reference text about Putlacheruvu, how many canals are there and what are they used for?
Evidence: Putlacheruvu is a village in the Mandavalli Mandal, Krishna district, Andhra Pradesh state, India. According to the 2011 census it has a population of 1873 living in 583 households.

Geography
The village of Putlacheruvu is 6 km from Kolleru Lake and consists of three areas: Krishnapuram, Ramapuram, and Putlacheruvu proper. It features a 7.5 acre freshwater lake with a Naandi Foundation water treatment plant (which is a small failure )and a 12-foot tall statue of Y. S. Rajasekhara Reddy at the south end of the lake. There are three large canals off the Krishna river on both ends of the village. One of these is used for drinking water and the other two are sewage canals used for pumping water into the fish tanks. The soil is very rich and suitable for many crops including rice and coconut. The local wildlife includes parrots, sparrows, minas, and black crows. In the evenings and early mornings, snake birds form in large migrations.
Answer: There are three canals in Putlacheruvu. One is used for drinking water and the other two are sewage canals used for pumping water into the fish tanks.
Question: What are the best complex board games for two players?
Answer: Here are some of the best complex, strategic games that play well with two players:

- Chess
- Hive
- Go
- Targi
- Star Wars: Rebellion
- Twilight Struggle
- Agricola
- Food Chain Magnate
- Brass: Birmingham
- The Gallerist
- Innovation
- Fields of Arle
- War of the Ring
- Madeira
Question: What does SRO mean for concert tickets?
Answer: SRO refers to Standing Room Only and describes tickets for a section with no seating. These tickets are sometimes sold at a discount at concerts or broadway shows. People may prefer standing sections as they are often closer to the stage and give a more energetic experience.
Question: Give me a summary of the history of Thackeray Hall at the University of Pittsburgh based on this passage.
Evidence: The building is the former National Union Fire Insurance Company building built circa 1923–1925 in the Early Classical style. The building was purchased by the university in 1968 for $1.875 million ($14.6 million in 2021 dollars), and was originally purposed for faculty offices. It was known as the Social Sciences Building until 1972 when it was renamed Mervis Hall and designated as the home of the Graduate School of Business. In 1983, when the Graduate School of Business moved into a new building also named Mervis Hall, it was renamed Thackeray Hall.
Answer: Thackeray Hall used to be the building for the National Union Fire Insurance Company until it was purchased by the University of Pittsburgh in 1968 for $1.875 million. First, it was used for faculty offices, then later known as the Social Sciences Building until it was renamed Mervis Hall. In 1983, it was renamed Thackeray Hall and has housed the university's Department of Mathematics since then.
Question: Where is the monolingual data extracted from?
Evidence: WMT provides task participants with large amounts of monolingual data, both in-domain and out-of-domain. We exploit this monolingual data for training as described in BIBREF2 . Specifically, we sample a subset of the available target-side monolingual corpora, translate it automatically into the source side of the respective language pair, and then use this synthetic parallel data for training. For example, for EN INLINEFORM0 RO, the back-translation is performed with a RO INLINEFORM1 EN system, and vice-versa.
2015arXiv151106709S motivate the use of monolingual data with domain adaptation, reducing overfitting, and better modelling of fluency. We sample monolingual data from the News Crawl corpora, which is in-domain with respect to the test set.
The amount of monolingual data back-translated for each translation direction ranges from 2 million to 10 million sentences. Statistics about the amount of parallel and synthetic training data are shown in Table TABREF9 . With dl4mt, we observed a translation speed of about 200000 sentences per day (on a single Titan X GPU).
We sample monolingual data from the News Crawl corpora6, which is in-domain with respect to the test set.
Answer: The News Crawl corpora.
Question: Please give me a short summary of the critical response received by Season 1 of the Apple TV Series "Ted Lasso"
Evidence: Review aggregator Rotten Tomatoes reported an approval rating of 92% based on 74 reviews, with an average rating of 8.2/10. The website's critics consensus reads, "Warm and winsome, if not particularly hilarious, Ted Lasso fleshes out its promo premise with unrelenting optimism and a charming turn from Jason Sudeikis." Metacritic gave the first season a weighted average score of 71 out of 100 based on 21 reviews, indicating "generally favorable reviews".

Kristen Baldwin of Entertainment Weekly gave the series an A− and wrote, "There's nothing groundbreaking about the way Ted Lasso's story beats play out, but the show—a mix of workplace antics, sentimental sports inspo, and soapy romance—is undeniably winning." Reviewing the series for Rolling Stone, Alan Sepinwall described the series as "extremely likable throughout, but it's more a hypothetical comedy than an actual one. There are long stretches where Juno Temple is the only actor even trying to sell what few jokes are in the scripts." and gave a rating of 3/5. Writing for The Guardian, Benjamin Lee gave it 2/5, describing it as "a show that isn't unwatchably bad but isn't really much of anything", and suggesting that some of its humor was "rooted in some questionable and uneasy stereotypes".

As the season went on, critical appreciation for the show increased. After the eighth episode aired, Caroline Framke of Variety published a review with the headline "For Your Reconsideration: Ted Lasso". She went on to say, "Above all odds, Ted Lasso chipped away at my skepticism until there was none left—just like the character himself does to everyone he meets", adding, "At a time when just about everything feels catastrophic, there's something undeniably satisfying about spending some time with good people who are just trying to be the best they can, on and off the field." Keri Lumm of Paste said, after the airing of the penultimate episode, "Ted Lasso is the wholesome American hero we need", going on to say "... the landscape of television has felt kind of gloomy, so imagine my surprise when I turned on the TV to Ted Lasso and felt a swelling of a now unfamiliar emotion—hope." And after the finale aired, Lea Palmieri from Decider said: "Every step of the way, Ted Lasso proves to be comforting and entertaining and somehow both a distraction and a reminder that kindness is out there, not just on this fictional show, not just across the pond, but deep in the heart of America too."
Answer: Season 1 of Ted Lasso was rated 92% on Rotten Tomatoes (74 reviews) and 71/100 on Metacritic (21 reviews). Some of the positive reviews described the show as winsome, comforting, entertaining and hopeful. Some viewers enjoyed the good-hearted cheer and optimism the show embodied during the current times of despair and hopelessness. One critic rated the show 2/5 and described it to be " not unwatchably bad".
Question: What mechanism does the transformer encoder design to explore the high parallelizability of attention?
Evidence: Shared-private feature extractor is mainly used for extracting shared features and private features among different tasks. In this paper, we apply the encoder module of transformer BIBREF16 (henceforth, transformer encoder) to the shared-private extractor of our model. Specially, we employ two transformer encoders to encode the input embeddings of the two tasks as their respective private features. A transformer encoder is used to encode simultaneously the input embeddings of the two tasks as shared features of both tasks. This process is illustrated by the shared-private layer of Figure FIGREF6. The red box in the middle denotes the extraction of shared features and the left and right boxes represent the extraction of private features of two tasks. Next, we take the extraction of the private feature of fake news detection as an example to elaborate on the process of transformer encoder.
The kernel of transformer encoder is the scaled dot-product attention, which is a special case of attention mechanism. It can be precisely described as follows:
where ${\rm \textbf {Q}} \in \mathbb {R}^{l \times (d_p+d_w)}$, ${\rm \textbf {K}} \in \mathbb {R}^{l \times (d_p+d_w)}$, and ${\rm \textbf {V}} \in \mathbb {R}^{l \times (d_p+d_w)}$ are query matrix, key matrix, and value matrix, respectively. In our setting, the query ${\rm \textbf {Q}}$ stems from the inputs itself, i.e., ${\rm \textbf {Q}}={\rm \textbf {K}}={\rm \textbf {V}}={\rm \textbf {E}}$.
To explore the high parallelizability of attention, transformer encoder designs a multi-head attention mechanism based on the scaled dot-product attention. More concretely, multi-head attention first linearly projects the queries, keys and values $h$ times by using different linear projections. Then $h$ projections perform the scaled dot-product attention in parallel. Finally, these results of attention are concatenated and once again projected to get the new representation. Formally, the multi-head attention can be formulated as follows:
where ${\rm \textbf {W}}_i^Q \in \mathbb {R}^{(d_p+d_w) \times d_k}$, ${\rm \textbf {W}}_i^K \in \mathbb {R}^{(d_p+d_w) \times d_k}$, ${\rm \textbf {W}}_i^V \in \mathbb {R}^{(d_p+d_w) \times d_k}$ are trainable projection parameters. $d_k$ is $(d_p+d_w)/h$, $h$ is the number of heads. In Eq.(DISPLAY_FORM11), ${\rm \textbf {W}}^o \in \mathbb {R}^{(d_p+d_w) \times (d_p+d_w)}$ is also trainable parameter.
To explore the high parallelizability of attention, transformer encoder designs a multi-head attention mechanism based on the scaled dot-product attention.
Answer: A multi-head attention mechanism based on the scaled dot-product attention.
Question: Given that preserving human brains for more than a century is fairly uncommon, what do you think was the motivation for preserving Guiteau's brain?
Evidence: James A. Garfield, the 20th president of the United States, was shot at the Baltimore and Potomac Railroad Station in Washington, D.C., at 9:30 am on Saturday, July 2, 1881. He died in Elberon, New Jersey, 79 days later on September 19, 1881. The shooting occurred less than four months into his term as president. Garfield's assassin was Charles J. Guiteau, whose motive was revenge against Garfield for an imagined political debt, and getting Chester A. Arthur elevated to president. Guiteau was convicted of Garfield's murder and executed by hanging one year after the shooting.

Part of Guiteau's preserved brain is on display at the Mütter Museum at the College of Physicians of Philadelphia. Guiteau's bones and more of his brain, along with Garfield's backbone and a few ribs, are kept at the National Museum of Health and Medicine, at the Army's Forest Glen Annex in Silver Spring, Maryland. Garfield's assassination was instrumental to the passage of the Pendleton Civil Service Reform Act on January 16, 1883. Garfield himself had called for civil service reform in his inaugural address and supported it as president in the belief that it would make government more efficient. It was passed as something of a memorial to the fallen President. Arthur lost the Republican nomination in 1884 to Blaine, who went on to lose a close election to Democrat Grover Cleveland.
Answer: One reason for preserving the brain may have been to study structural abnormalities that could have explained Guiteau's violent behavior. Alternatively, because Guiteau was well-known and infamous, his brain may have been preserved for use as a memento or as a warning to discourage presidential assassinations in the future.
Question: Extract the year that the Balloon typeface was created from the following Wikipedia article.
Evidence: Balloon was a brush script commonly used for signage or display purposes. It was designed in 1939 by Max R. Kaufmann, for American Type Founders, in response to Howard Allen Trafton's Cartoon, cut for Bauer Type Foundry in 1936. It had no lowercase letters and was cast in Light, Bold, and Extra Bold. The two lighter weights were identical with Kaufmann Script and so could be used as alternate capitals for that face. It was most notably used in the Madeline books, TV series and film. The font was most famously known for the typeface of the Nickelodeon logo from late 1984 to 2009 in white letters with an orange splat background.

This font was digitized by the now-defunct Bitstream Inc.
Answer: Balloon typeface was created in 1939 by Max R. Kaufmann.
Question: Why are there so many keyphrase candidates in the dataset?
Evidence: The SemEval-2010 benchmark dataset BIBREF0 is composed of 244 scientific articles collected from the ACM Digital Library (conference and workshop papers). The input papers ranged from 6 to 8 pages and were converted from PDF format to plain text using an off-the-shelf tool. The only preprocessing applied is a systematic dehyphenation at line breaks and removal of author-assigned keyphrases. Scientific articles were selected from four different research areas as defined in the ACM classification, and were equally distributed into training (144 articles) and test (100 articles) sets. Gold standard keyphrases are composed of both author-assigned keyphrases collected from the original PDF files and reader-assigned keyphrases provided by student annotators.
Long documents such as those in the SemEval-2010 benchmark dataset are notoriously difficult to handle due to the large number of keyphrase candidates (i.e. phrases that are eligible to be keyphrases) that the systems have to cope with BIBREF6 . Furthermore, noisy textual content, whether due to format conversion errors or to unusable elements (e.g. equations), yield many spurious keyphrase candidates that negatively affect keyphrase extraction performance. This is particularly true for systems that make use of core NLP tools to select candidates, that in turn exhibit poor performance on degraded text. Filtering out irrelevant text is therefore needed for addressing these issues.
In this study, we concentrate our effort on re-assessing keyphrase extraction performance on three increasingly sophisticated levels of document preprocessing described below.
Table shows the average number of sentences and words along with the maximum possible recall for each level of preprocessing. The maximum recall is obtained by computing the fraction of the reference keyphrases that occur in the documents. We observe that the level 2 preprocessing succeeds in eliminating irrelevant text by significantly reducing the number of words (-19%) while maintaining a high maximum recall (-2%). Level 3 preprocessing drastically reduce the number of words to less than a quarter of the original amount while interestingly still preserving high recall.
Long documents such as those in the SemEval-2010 benchmark dataset are notoriously difficult to handle due to the large number of keyphrase candidates (i.e. phrases that are eligible to be keyphrases) that the systems have to cope with (Hasan and Ng, 2014). Furthermore, noisy textual content, whether due to format conversion errors or to unusable elements (e.g. equations), yield many spurious keyphrase candidates that negatively affect keyphrase extraction performance.
Answer: They are long with noisy textual content.
Question: Why do people like to run very long distances like marathons?
Answer: As with all endurance sports, long distance running can pose an enjoyable challenge for some people. Some athletes are known to like running for its health benefits, its feeling of calm or meditative relaxation, or companionship with other runners. Whether running for fun or in a competitive race event, the feeling of accomplishment that comes from tackling a long distance by foot brings joy to many people. It may not be the best activity for all people though, and some may find activities such as bike riding or water-sports a more enjoyable way to achieve the same feeling.
Question: Why were the Beatles so popular?
Evidence: The English rock band the Beatles are commonly regarded as the foremost and most influential band in popular music history. With a line-up comprising John Lennon, Paul McCartney, George Harrison and Ringo Starr, they sparked the "Beatlemania" phenomenon in 1963, gained international superstardom in 1964, and remained active until their break-up in 1970. Over the latter half of the decade, they were often viewed as orchestrators of society's developments. Their recognition concerns their effect on the era's youth and counterculture, British identity, popular music's evolution into an art form, and their unprecedented following.

Many cultural movements of the 1960s were assisted or inspired by the Beatles. In Britain, their rise to national prominence signalled the youth-driven changes in postwar society, with respect to social mobility, teenagers' commercial influence, and informality. They spearheaded the shift from American artists' global dominance of rock and roll to British acts (known in the US as the British Invasion) and inspired many young people to pursue music careers. From 1964 to 1970, the group had the top-selling US single one out of every six weeks, and the top-selling US album one out of every three weeks. In 1965, they were awarded MBEs, the first time such an honour was bestowed on a British pop act. A year later, Lennon controversially remarked that the band were "more popular than Jesus now".

The Beatles often incorporated classical elements, traditional pop forms and unconventional recording techniques in innovative ways, especially with the albums Rubber Soul (1965), Revolver (1966) and Sgt. Pepper's Lonely Hearts Club Band (1967). Many of their advances in production, writing, and artistic presentation were soon widespread. Other cultural changes initiated by the group include the elevation of the album to become the dominant form of record consumption over singles, a wider interest in psychedelic drugs and Eastern spirituality, and several fashion trends. The band also pioneered with their record sleeves and music videos, as well as informed music styles such as jangle, folk rock, power pop, psychedelia, progressive rock and heavy metal. By the end of the decade, the group were seen as an embodiment of the era's sociocultural movements, exemplified by the sentiment of their 1967 song "All You Need Is Love".

Over the 1960s as a whole, the Beatles were the dominant youth-centred pop act on the sales charts. They broke numerous sales and attendance records, many of which they have or had maintained for decades, and continue to enjoy a canonised status unprecedented for popular musicians. Their songs are among the most recorded in history, with cover versions of "Yesterday" exceeding thousands. As of 2009, they were the best-selling band in history, with estimated sales of over 600 million records worldwide. Time included them in its list of the twentieth century's 100 most important people.
Answer: The Beatles were the foremost rock band in popular music history. They broke numerous sales and many of these have maintained for decades.
Question: Is text-to-image synthesis trained is suppervized or unsuppervized manner?
Evidence: Following the above definition, the $\min \max $ objective function in Eq. (DISPLAY_FORM10) aims to learn parameters for the discriminator ($\theta _d$) and generator ($\theta _g$) to reach an optimization goal: The discriminator intends to differentiate true vs. fake images with maximum capability $\max _{\theta _d}$ whereas the generator intends to minimize the difference between a fake image vs. a true image $\min _{\theta _g}$. In other words, the discriminator sets the characteristics and the generator produces elements, often images, iteratively until it meets the attributes set forth by the discriminator. GANs are often used with images and other visual elements and are notoriously efficient in generating compelling and convincing photorealistic images. Most recently, GANs were used to generate an original painting in an unsupervised fashion BIBREF24. The following sections go into further detail regarding how the generator and discriminator are trained in GANs.
Most recently, GANs were used to generate an original painting in an unsupervised fashion BIBREF24. 
Answer: The answers are shown as follows:
* unsupervised
Question: If you were to design a pantheon, how many gods or deities would you include?
Answer: The beauty of polytheism is that there is no limit on the number of deities.  The gods and goddesses can represent different forces of nature, human characteristics, ancestral principles, natural elements or animals. These can interact with each other and have children representing new concepts. Throughout the human history polytheism has been the most common form of religion and seems to be the most natural.