DataHammer/scimrc huggingface dataset:
Question: Please give me a short bullet list of Pele accomplishments based on this passage
Evidence: Pelé began playing for Santos at age 15 and the Brazil national team at 16. During his international career, he won three FIFA World Cups: 1958, 1962 and 1970, the only player to do so and the youngest player to win a World Cup (17). He was nicknamed O Rei (The King) following the 1958 tournament. Pelé is the joint-top goalscorer for Brazil with 77 goals in 92 games. At the club level, he was Santos's all-time top goalscorer with 643 goals in 659 games. In a golden era for Santos, he led the club to the 1962 and 1963 Copa Libertadores, and to the 1962 and 1963 Intercontinental Cup. Credited with connecting the phrase "The Beautiful Game" with football, Pelé's "electrifying play and penchant for spectacular goals" made him a star around the world, and his teams toured internationally to take full advantage of his popularity. During his playing days, Pelé was for a period the best-paid athlete in the world. After retiring in 1977, Pelé was a worldwide ambassador for football and made many acting and commercial ventures. In 2010, he was named the honorary president of the New York Cosmos.
Answer: - Won three FIFA World Cups: 1958, 1962, and 1970
- Joint-top goalscorer for Brazil with 77 goals in 92 games
- Santo's all-time top goalscorer with 643 goals in 659 games
- 1962 and 1963 Copa Libertadores and Intercontinental Cup
- For a period the best-paid athlete in the world
Question: Who is Brendon Small?
Answer: Brendon Small is the co-creator of Metalocalypse.
Question: What open relation extraction tasks did they experiment on?
Evidence: We first measure the utility of various components in Logician to select the optimal model, and then compare this model to the state-of-the-art methods in four types of information extraction tasks: verb/preposition-based relation, nominal attribute, descriptive phrase and hyponymy relation. The SAOKE data set is split into training set, validating set and testing set with ratios of 80%, 10%, 10%, respectively. For all algorithms involved in the experiments, the training set can be used to train the model, the validating set can be used to select an optimal model, and the testing set is used to evaluate the performance.
We first measure the utility of various components in Logician to select the optimal model, and then compare this model to the state-of-the-art methods in four types of information extraction tasks: verb/preposition-based relation, nominal attribute, descriptive phrase and hyponymy relation.
Answer: The answers are shown as follows:
* verb/preposition-based relation, nominal attribute, descriptive phrase and hyponymy relation.
Question: What is Nando's?
Answer: Nando's is a South African/Portuguese inspired chicken restaurant that has a number or restaurants around the UK.
It is piri piri inspired and specialises in grilled chicken.
The piri piri sauce is made from Birds Eye chillis from Mozambique which is basted across the grilled chicken.
Question: How do they determine similar environments for fragments in their data augmentation scheme?
Evidence: The only remaining question is what makes two environments similar enough to infer the existence of a common category. There is, again, a large literature on this question (including the aforementioned language modeling, unsupervised parsing, and alignment work), but in the current work we will make use of a very simple criterion: fragments are interchangeable if they occur in at least one lexical environment that is exactly the same. Given a window size INLINEFORM0 , a sequence of INLINEFORM1 words INLINEFORM2 , and a fragment consisting of a set of INLINEFORM3 spans INLINEFORM4 , the environment is given by INLINEFORM5 , i.e. a INLINEFORM6 -word window around each span of the fragment.
The only remaining question is what makes two environments similar enough to infer the existence of a common category. There is, again, a large literature on this question (including the aforementioned language modeling, unsupervised parsing, and alignment work), but in the current work we will make use of a very simple criterion: fragments are interchangeable if they occur in at least one lexical environment that is exactly the same.
Answer: The answers are shown as follows:
* fragments are interchangeable if they occur in at least one lexical environment that is exactly the same
Question: What are the words of House Fowler?
Answer: "Let Me Soar"
Question: How do you find a college internship in your interested field of study?
Answer: You can research open internship positions through many sources, including LinkedIn, Indeed, Handshake, company websites and college career websites.  Networking with alumni, friends, family and company employees is also another source for learning and applying to open positions. With each position receiving many applications, you need to identify a way to have your resume flagged for the recruiting manager.
Question: What are the three steps of data set development?
Evidence: We assembled a dataset of 1,949 cleaned pathology reports. Each report is associated with one of the 37 different primary diagnoses based on IDC-O codes. The reports are collected from four different body parts or primary sites from multiple patients. The distribution of reports across different primary diagnoses and primary sites is reported in tab:report-distribution. The dataset was developed in three steps as follows.
Collecting pathology reports: The total of 11,112 pathology reports were downloaded from NCI's Genomic Data Commons (GDC) dataset in PDF format BIBREF9 . Out of all PDF files, 1,949 reports were selected across multiple patients from four specific primary sites—thymus, testis, lung, and kidney. The selection was primarily made based on the quality of PDF files.
Cleaning reports: The next step was to extract the text content from these reports. Due to the significant time expense of manually re-typing all the pathology reports, we developed a new strategy to prepare our dataset. We applied an Optical Character Recognition (OCR) software to convert the PDF reports to text files. Then, we manually inspected all generated text files to fix any grammar/spelling issues and irrelevant characters as an artefact produced by the OCR system.
Splitting into training-testing data: We split the cleaned reports into 70% and 30% for training and testing, respectively. This split resulted in 1,364 training, and 585 testing reports.
The dataset was developed in three steps as follows. Collecting pathology reports: The total of 11,112 pathology reports were downloaded from NCI’s Genomic Data Commons (GDC) dataset in PDF format. Cleaning reports: The next step was to extract the text content from these reports. Splitting into training-testing data: We split the cleaned reports into 70% and 30% for training and testing, respectively.
Answer: Collecting pathology reports,Cleaning reports and Splitting into training-testing data
Question: Categorize these as a person, place, or thing
Answer: Zach, city, town, Alex, Richard, orange, bottle
Question: Extract the architectural details with respect to the Our Lady of the Rosary Cathedral in Colombia. Separate key items with a new line that begins with a hyphen.
Evidence: The Our Lady of the Rosary Cathedral (Spanish: Catedral de Nuestra Señora del Rosario) Also Girardota Cathedral is a cathedral of the Catholic church under the invocation of the Virgin of the Rosary. It is a Neo-Romanesque style building, built in solid brick in sight, took 32 years to build and was designed by the French architect Charles Émile Carré (1863-1909), better known as Carlos Carré. The cathedral is located on the eastern side of the main park of the municipality of Girardota, north of the Aburrá Valley, (Antioquia) in the South American country of Colombia.

At first, the building began as a parochial church and in 1988 was elevated to the rank of cathedral, when Pope John Paul II by the Bull "Qui Peculiari" created the Diocese of Girardota establishing this municipality as the head of the new bishopric.

In addition, the cathedral is one of the main pilgrimage sites of the Valley of Aburrá, inside it is the image of the Fallen Lord of Girardota. He is credited with "hundreds of miracles" and pilgrims travel there to keep their promises.
Answer: The Our Lady of the Rosary Cathedral is an architectural wonder. Here are a few reasons why:
- It was designed by Charles Émile Carré, born in 1863 and passed away in 1909.
- Its architectural style is Neo-Romanesque.
- It took over 32 years to build.
- It's built of solid brick.
Question: Why does the time of sunrise vary throughout the year?
Evidence: Although the Sun appears to "rise" from the horizon, it is actually the Earth's motion that causes the Sun to appear. The illusion of a moving Sun results from Earth observers being in a rotating reference frame; this apparent motion caused many cultures to have mythologies and religions built around the geocentric model, which prevailed until astronomer Nicolaus Copernicus formulated his heliocentric model in the 16th century.
Astronomically, sunrise occurs for only an instant: the moment at which the upper limb of the Sun appears tangent to the horizon. However, the term sunrise commonly refers to periods of time both before and after this point:
Twilight, the period in the morning during which the sky is brightening, but the Sun is not yet visible. The beginning of morning twilight is called astronomical dawn.
The period after the Sun rises during which striking colors and atmospheric effects are still seen.
The timing of sunrise varies throughout the year and is also affected by the viewer's latitude and longitude, altitude, and time zone. These changes are driven by the axial tilt of Earth, daily rotation of the Earth, the planet's movement in its annual elliptical orbit around the Sun, and the Earth and Moon's paired revolutions around each other. The analemma can be used to make approximate predictions of the time of sunrise.
In late winter and spring, sunrise as seen from temperate latitudes occurs earlier each day, reaching its earliest time near the summer solstice; although the exact date varies by latitude. After this point, the time of sunrise gets later each day, reaching its latest sometime around the winter solstice. The offset between the dates of the solstice and the earliest or latest sunrise time is caused by the eccentricity of Earth's orbit and the tilt of its axis, and is described by the analemma, which can be used to predict the dates.
Variations in atmospheric refraction can alter the time of sunrise by changing its apparent position. Near the poles, the time-of-day variation is exaggerated, since the Sun crosses the horizon at a very shallow angle and thus rises more slowly.
Accounting for atmospheric refraction and measuring from the leading edge slightly increases the average duration of day relative to night. The sunrise equation, however, which is used to derive the time of sunrise and sunset, uses the Sun's physical center for calculation, neglecting atmospheric refraction and the non-zero angle subtended by the solar disc.
Answer: The timing of sunrise varies throughout the year and is also affected by the viewer's latitude and longitude, altitude, and time zone. These changes are driven by the axial tilt of Earth, daily rotation of the Earth, the planet's movement in its annual elliptical orbit around the Sun, and the Earth and Moon's paired revolutions around each other.
Question: Identify which animal is domesticated or wild: Goat, Reindeer
Answer: Goat is domesticated, Reindeer is wild.
Question: Which Super Bowl Halftime Show performer was upstaged by a dancing shark?
Answer: Katy Perry.
Question: What are the top attractions to visit in Cancun?
Answer: Cancun is divided into two areas. Downtown, also known as Ciudad Cancun — and Cancun Island, also known as The Hotel Zone or “Zona Hotelera”. The Hotel Zone is the primary tourist area, synonymous with resorts, catamarans, wild nightlife and beaches. It’s a 15-mile strip of sand shaped like the number seven. This is where most people stay.

As the name implies, there are tons of hotels as well as most of the nightlife and beaches. Restaurants and bars line the only road, Kulkukan Boulevard, which runs from one side of the Hotel Zone to the other.

Apart from the Hotel Zone, the other visiting places are:
1. Any of the All inclusive resorts like XCaret, Hotel Ziva and Grand Sirenis etc.
2. Visit Downtown Cancun to explore local culture and delicious street food
3. Snorkeling or Paragliding near Cancun
4. Exploring amazing Cenotes- Cenotes are natural sinkholes filled with water formed in limestone caves
5. Explore Chichen Itza Maya Ruins -  Chichen Itza Maya Ruins are amazing ancient pyramids dates back to 5th century.
6. Day Trip to Isla Mujeres - Isla Mujeres, which translates to “The Island of Women”, gets its name from the temple of Ixchel, the Maya goddess of fertility. This small island is only 20 minutes from Cancun by ferry from Hotel Zone.Isla Mujeres offers stunning views thanks to its rocky coast and gorgeous bays. It is also the first spot where you can see the sunrise in Mexico. This sleepy fishing village offers a well-deserved pause from the crazy nightlife of Cancun
Question: Based on this paragraph, what industry did Gardiner Hall create a business in and how was it impacted by the Civil War?
Evidence: South Willington's industrial history began in 1840, when Origen Hall and two partners founded the Willington Thread Company. Hall and his brother Gardner founded a second company in 1848 for the production of cotton wadding and batting. After several failed business ventures, Gardiner Hall founded the Hall Thread Company in 1860, building what is now the oldest surviving industrial building in the village. This venture also failed due to a lack of cotton occasioned by the American Civil War, but Hall restarted the business in 1867. This business flourished, operating at the site until 1954. The Halls practiced a paternalistic form of management and care of the mill workers, building a school and church, as well as housing for their workers. The company's success was instrumental in the village's growth during the late 19th and early 20th centuries.
Answer: Gardiner Hall was in the textile business and ran the Hall Thread Company. His business was impacted by the Civil War due to a cotton shortage, but he restarted the business following the Civil War.
Question: Identify which instrument is string or percussion: Omele, Salterio
Answer: Salterio is string, Omele is percussion.
Question: How big is the Tibetan plateau?
Evidence: Tibet (/tɪˈbɛt/ (listen); Tibetan: བོད་, Lhasa dialect: [pʰøː˨˧˩] Böd; Chinese: 西藏; pinyin: Xīzàng) is a region in Asia, covering much of the Tibetan Plateau and spanning about 2,500,000 km2 (970,000 sq mi). It is the homeland of the Tibetan people. Also resident on the plateau are some other ethnic groups such as the Monpa, Tamang, Qiang, Sherpa and Lhoba peoples and, since the 20th century, considerable numbers of Han Chinese and Hui settlers. Since the 1951 annexation of Tibet by the People's Republic of China, the entire plateau has been under the administration of the People's Republic of China. Tibet is divided administratively into the Tibet Autonomous Region, and parts of the Qinghai and Sichuan provinces.Tibet is the highest region on Earth, with an average elevation of 4,380 m (14,000 ft). Located in the Himalayas, the highest elevation in Tibet is Mount Everest, Earth's highest mountain, rising 8,848.86 m (29,032 ft) above sea level.

The Tibetan Empire emerged in the 7th century. At its height in the 9th century, the Tibetan Empire extended far beyond the Tibetan Plateau, from the Tarim Basin and Pamirs in the west, to Yunnan and Bengal in the southeast. It then divided into a variety of territories. The bulk of western and central Tibet (Ü-Tsang) was often at least nominally unified under a series of Tibetan governments in Lhasa, Shigatse, or nearby locations. The eastern regions of Kham and Amdo often maintained a more decentralized indigenous political structure, being divided among a number of small principalities and tribal groups, while also often falling under Chinese rule; most of this area was eventually annexed into the Chinese provinces of Sichuan and Qinghai. The current borders of Tibet were generally established in the 18th century.
Answer: The Tibetan Plateau spans about 2,500,000 km2
Question: How many volumes of Wheel of Time are there?
Evidence: The Wheel of Time is a series of high fantasy novels by American author Robert Jordan, with Brandon Sanderson as a co-author for the final three novels. Originally planned as a six-book series at its debut in 1990, The Wheel of Time came to span 14 volumes, in addition to a prequel novel and two companion books. Jordan died in 2007 while working on what was planned to be the final volume in the series. He prepared extensive notes which enabled fellow fantasy author Brandon Sanderson to complete the final book, which grew into three volumes: The Gathering Storm (2009), Towers of Midnight (2010), and A Memory of Light (2013).
Answer: Originally planned as a six-book series at its debut in 1990, The Wheel of Time came to span 14 volumes
Question: Where is the language Zimba spoken?
Evidence: Zimba is a Bantu language of the Democratic Republic of the Congo.
Answer: Zimba is a Bantu language of the Democratic Republic of the Congo, spoken in a band of country south of the Elila River. It is not closely related to other languages, unless the divergent dialects Kwange and Mamba (Kyenyemamba) are considered separate languages.
Question: Why did the dinosaurs go extinct?
Answer: There are multiple theories around the extinction of dinosaurs. One popular theory is related to asteroids. Around 180 million years ago, a small asteroid hit the Gulf of Mexico. Its impact was enormous and dramatically changed the climate on Earth. As a result, most of the plants which the dinosaurs depended on for food were dead. This eventually led to the extinction of the dinosaurs.
Question: Given a reference text about Mushulatubbee, when did he sign the Treaty of Dancing Rabbit Creek
Evidence: Mushulatubbee (Choctaw AmoshuliTabi, "Determined to Kill") (born c. 1750–1770, died c. 1838) was the chief of the Choctaw Okla Tannap ("Lower Towns"), one of the three major Choctaw divisions during the early 19th century. When the Principal Chief Greenwood LeFlore stayed in Mississippi at the time of removal, Mushulatubbee was elected as principal chief, leading the tribe to Indian Territory.

In 1812 he had led his warriors to assist General Andrew Jackson in the war against the Creek Red Sticks, known as the Creek Wars.

In December 1824 Mushulatubbee was one of three principal chiefs leading a Choctaw delegation to Washington to seek help against encroaching European-American settlers. Pushmataha and Apuckshunubbee were the other chiefs; Apuckshunubbee, age 80, died before they reached Washington, and Pushmataha died of smallpox in the capital soon after their meeting with the government.

On 26 September 1830, together with the Principal Chief Greenwood LeFlore and others, Mushulatubbee signed the Treaty of Dancing Rabbit Creek, which ceded to the US government most of the remaining Choctaw territory in Mississippi and Alabama in exchange for territory in Indian Territory. Other spellings for his name include: Mosholetvbbi, AmoshuliTvbi, Musholatubbee, Moshaleh Tubbee, and Mushulatubba.

Mushulatubbee.
Answer: Mushulatubbee signed the Treaty of Dancing Rabbit Creek on September 26, 1830.
Question: What is Daylight savings time?
Answer: As the name suggests, Daylight savings time is a change in time during the spring and the fall.  The reasoning behind it was that people would enjoy having more daylight hours while awake.
Question: Extract all of the dates mentioned in this paragraph and list them using bullets in the format {Date} - {Description}
Evidence: The Ghana Space Science and Technology Institute (GSSTI) was first established as a Centre under the School of Nuclear and Allied Sciences (SNAS) in January 2011 and launched in May 2012. It was later upgraded to an Institute in August 2013, to exploit space science and technology for socio-economic development of the country.
Answer: • January 2011 - This is when the Ghana Space Science and Technology Institute (GSSTI) was first established as a Centre under the School of Nuclear and Allied Sciences
• May 2012 - This is when the Ghana Space Science and Technology Institute (GSSTI) was launched
• August 2013 - This is when the Ghana Space Science and Technology Institute was upgraded to an Institute
Question: Which US city is best known for its Mardi Gras celebrations?
Answer: New Orleans in Louisiana
Question: What NLP tasks mentioned in this paper achieved inspiring performances?
Evidence: Neural network based models have been widely exploited with the prosperities of Deep Learning BIBREF0 and achieved inspiring performances on many NLP tasks, such as text classification BIBREF1 , BIBREF2 , semantic matching BIBREF3 , BIBREF4 and machine translation BIBREF5 . These models are robust at feature engineering and can represent words, sentences and documents as fix-length vectors, which contain rich semantic information and are ideal for subsequent NLP tasks.
One formidable constraint of deep neural networks (DNN) is their strong reliance on large amounts of annotated corpus due to substantial parameters to train. A DNN trained on limited data is prone to overfitting and incapable to generalize well. However, constructions of large-scale high-quality labeled datasets are extremely labor-intensive. To solve the problem, these models usually employ a pre-trained lookup table, also known as Word Embedding BIBREF6 , to map words into vectors with semantic implications. However, this method just introduces extra knowledge and does not directly optimize the targeted task. The problem of insufficient annotated resources is not solved either.
Multi-task learning leverages potential correlations among related tasks to extract common features, increase corpus size implicitly and yield classification improvements. Inspired by BIBREF7 , there are a large literature dedicated for multi-task learning with neural network based models BIBREF8 , BIBREF9 , BIBREF10 , BIBREF11 . These models basically share some lower layers to capture common features and further feed them to subsequent task-specific layers, which can be classified into three types:
In this paper, we propose a generalized multi-task learning architecture with four types of recurrent neural layers for text classification. The architecture focuses on Type-III, which involves more complicated interactions but has not been researched yet. All the related tasks are jointly integrated into a single system and samples from different tasks are trained in parallel. In our model, every two tasks can directly interact with each other and selectively absorb useful information, or communicate indirectly via a shared intermediate layer. We also design a global memory storage to share common features and collect interactions among all tasks.
We conduct extensive experiments on five benchmark datasets for text classification. Compared to learning separately, jointly learning multiple relative tasks in our model demonstrate significant performance gains for each task.
Our contributions are three-folds:
Neural network based models have been widely exploited with the prosperities of Deep Learning [Bengio et al., 2013] and achieved inspiring performances on many NLP tasks, such as text classification [Chen et al., 2015; Liu et al., 2015a], semantic matching [Liu et al., 2016d; Liu et al., 2016a] and machine translation [Sutskever et al., 2014].
Answer: Such as text classification, semantic matching and machine translation.