DataHammer/scimrc huggingface dataset:
Question: What language technologies have been introduced in the past?
Evidence: Often, many state-of-the-art tools cannot be applied to low-resource languages due to the lack of data. Table TABREF6 describes the various technologies and their presence concerning languages with different levels of resource availability and the ease of data collection. We can observe that for low resource languages, there is considerable difficulty in adopting these tools. Machine Translation can potentially be used as a fix to bridge the gap. Translation engines can help in translating documents from minority languages to majority languages. This allows the pool of data to be used in a number of NLP tasks like sentiment analysis and summarization. Doing so allows us to leverage the existing body of work in NLP done on resource-rich languages and subsequently apply it to the resource-poor languages, thereby foregoing any attempt to reinvent the wheel for these languages. This ensures a quicker and wider impact.BIBREF16 performs sentiment analysis on Chinese customer reviews by translating them to English. They observe that the quality of machine translation systems are sufficient for sentiment analysis to be performed on the automatically translated texts without a substantial trade-off in accuracy.
FLOAT SELECTED: Table 1: Enabling language technologies, their availability and quality ( ? ? ? - excellent quality technology, ?? - moderately good but usable, ? - rudimentary and not practically useful) for differently resourced languages, and their data/knowledge requirements (? ? ? - very high data/expertise, ?? - moderate, ? - nominal and easily procurable). This information is based on authors’ analysis and personal experience.
Table TABREF6 describes the various technologies and their presence concerning languages with different levels of resource availability and the ease of data collection. We can observe that for low resource languages, there is considerable difficulty in adopting these tools.
FLOAT SELECTED: Table 1: Enabling language technologies, their availability and quality ( ? ? ? - excellent quality technology, ?? - moderately good but usable, ? - rudimentary and not practically useful) for differently resourced languages, and their data/knowledge requirements (? ? ? - very high data/expertise, ?? - moderate, ? - nominal and easily procurable). This information is based on authors’ analysis and personal experience.
Answer: - Font & Keyboard
- Speech-to-Text
- Text-to-Speech
- Text Prediction
- Spell Checker
- Grammar Checker
- Text Search
- Machine Translation
- Voice to Text Search
- Voice to Speech Search
Question: What s epigenomics?
Answer: Epigenomics is the study of the complete set of epigenetic modifications on the genetic material of a cell, known as the epigenome. The field is analogous to genomics and proteomics, which are the study of the genome and proteome of a cell. Epigenetic modifications are reversible modifications on a cell's DNA or histones that affect gene expression without altering the DNA sequence. Epigenomic maintenance is a continuous process and plays an important role in stability of eukaryotic genomes by taking part in crucial biological mechanisms like DNA repair. Plant flavones are said to be inhibiting epigenomic marks that cause cancers. Two of the most characterized epigenetic modifications are DNA methylation and histone modification. Epigenetic modifications play an important role in gene expression and regulation, and are involved in numerous cellular processes such as in differentiation/development and tumorigenesis. The study of epigenetics on a global level has been made possible only recently through the adaptation of genomic high-throughput assays.
Question: Who founded Ford
Evidence: Ford Motor Company (commonly known as Ford) is an American multinational automobile manufacturer headquartered in Dearborn, Michigan, United States. It was founded by Henry Ford and incorporated on June 16, 1903. The company sells automobiles and commercial vehicles under the Ford brand, and luxury cars under its Lincoln luxury brand. Ford also owns Brazilian SUV manufacturer Troller, an 8% stake in Aston Martin of the United Kingdom and a 32% stake in China's Jiangling Motors. It also has joint ventures in China (Changan Ford), Taiwan (Ford Lio Ho), Thailand (AutoAlliance Thailand), and Turkey (Ford Otosan). The company is listed on the New York Stock Exchange and is controlled by the Ford family; they have minority ownership but the majority of the voting power.
Answer: Henry Ford founded Ford Motor Company (aka Ford) in on June 16, 1903 in Dearborn Michigan.
Question: What is the best way to approach a new cat?
Answer: First, it's important to know the background of the cat.  If it is a stray, you might want to keep your distance since you don't know its vaccination status.  If it is a known, healthy cat, then you can approach it.  Do so with care so that you do not scare it away.

There are several techniques to make yourself more approachable.  Ideally, the cat will approach you; you will not approach the cat.

Make yourself look smaller.  Crouch down, and do not look threatening or overly anxious to approach the cat.

Try the "slow blink."  Look at the cat and slowly close and open your eyes.  Also try looking away lazily.  If the cat respond with its own slow blink, that's a good sign.

If the cat comes near, try offering your hand down low, with the palm turned down.  Hopefully the cat will come to you and rub against the back of your hand.  If so, then you can try petting the cat more actively.
Question: What are the selection criteria for "causal statements"?
Evidence: Causal documents were chosen to contain one occurrence only of the exact unigrams: `caused', `causing', or `causes'. The word `cause' was not included due to its use as a popular contraction for `because'. One `cause-word' per document restricted the analysis to single relationships between two relata. Documents that contain bidirectional words (`associate', `relate', `connect', `correlate', and any of their stems) were also not selected for analysis. This is because our focus is on causality, an inherently one-sided relationship between two objects. We also did not consider additional synonyms of these cause words, although that could be pursued for future work. Control documents were also selected. These documents did not contain any of `caused', `causing', or `causes', nor any bidirectional words, and are further matched temporally to obtain the same number of control documents as causal documents in each fifteen-minute period during 2013. Control documents were otherwise selected randomly; causal synonyms may be present. The end result of this procedure identified 965,560 causal and 965,560 control documents. Each of the three “cause-words”, `caused', `causes', and `causing' appeared in 38.2%, 35.0%, and 26.8% of causal documents, respectively.
Causal documents were chosen to contain one occurrence only of the exact unigrams: `caused', `causing', or `causes'.
Answer: Presence of only the exact unigrams 'caused', 'causing', or 'causes'
Question: What type of jacket do grizzlies usually wear?
Answer: Grizzlies are bears typically found in North America.  Bears are animals that are covered in fur and usually live in the woods. Because they are covered in fur and live in the woods, it is unnecessary for bears to wear jackets. To date, bears have not shown the capacity to be able to create cloth or sew jackets, so they would have to get them from humans. Humans are usually afraid of bears and are not likely to approach a bear with a jacket. Therefore bears usually do not wear jackets.
Question: Who were the last 5 Republican presidents?
Answer: Gerald Ford – 1974 to 1977 (38th President)

Ronald Reagan – 1981 to 1989 (40th President)

George H.W. Bush – 1989 to 1993 (41st President)

George W. Bush – 2001 to 2009 (43rd President)

Donald J. Trump – 2017 to 2021 (45th President)
Question: Identify which instrument is string or percussion: Bongo drum, Kingri
Answer: Kingri is string, Bongo drum is percussion.
Question: Based on this information given, what groups combined to create the New JEWEL Movement, and on what date were they organized by which leader?
Evidence: The New JEWEL Movement (NJM) was formally established on 11 March 1973 as an alliance of the Joint Endeavor for Welfare, Education, and Liberation (JEWEL), Organization for Revolutionary Education and Liberation, and the Movement for Assemblies of the People (MAP), led by young lawyer Maurice Bishop. The NJM's initial manifesto was largely drafted by MAP's major intellectual, Franklyn Harvey, who had been heavily influenced by the writings of C.L.R. James. From 1973 to 1979, the NJM was an opposition political party active in Grenada. During the 1970s, the political situation in Grenada became increasingly polarized and violent. For the 1976 general elections the organisation formed an electoral coalition known as the People's Alliance with the Grenada National Party and the United People's Party. However, the alliance lost to the ruling Grenada United Labour Party in elections which were branded fraudulent by international observers. In the late 1970s, the NJM formed the National Liberation Army (NLA), also known as "the 12 Apostles".
Answer: On March 11th 1973, Maurice Bishop brought together the Joint Endeavor for Welfare, Education, and Liberation (JEWEL), Organization for Revolutionary Education and Liberation, and the Movement for Assemblies of the People to form the New JEWEL Movement.
Question: Given this text, who was Mclaren's number-one driver in 1988
Evidence: In 1988, due to the relationship he had built up with Honda throughout the 1987 season with Lotus, and with the approval of McLaren's number-one driver and then-double world champion, Alain Prost, Senna joined the McLaren team. The foundation for a fierce competition between Senna and Prost was laid, culminating in a number of dramatic race incidents between the two over the next five years. However, the experienced pair also quickly realized, despite their personal rivalry, they had to work together, especially in testing, to keep ahead of their main opposition from Ferrari, Williams, Benetton and Lotus.
Answer: In 1988, according to this text Alain Prost was McLaren's number one driver
Question: Given a reference text about Stanley Franklin Browne, how many aerial victories during World War II did he have and what did he do when he returned from the war.
Evidence: Stanley Franklin Browne, DFC & Bar (29 October 1919 – 13 January 2011) was a New Zealand flying ace of the Royal New Zealand Air Force (RNZAF) during the Second World War. He was officially credited with at least five aerial victories.

Born in Wellington, Browne was a university student when he joined the RNZAF in March 1941. Once his flight training in New Zealand was completed, he proceeded to the United Kingdom to serve with the Royal Air Force. He was posted to No. 485 Squadron in early 1942 but was shot down later in the year over Germany-occupied France. With the help of the French Resistance he avoided the Germans and made his way to the south of France. He was caught when crossing the border into Vichy France and was interned for several weeks. He escaped captivity and eventually back to the United Kingdom. He was transferred to the Middle East where he ferried aircraft before being posted to No. 93 Squadron. He flew Supermarine Spitfires in the Tunisian campaign and in the Allied invasion of Sicily, shooting down a number of German aircraft before being rested in December 1943. After a spell on instructing duties he returned to operational flying with No. 485 Squadron during the final stages of the war in Europe. He briefly commanded the squadron before it was disbanded in August 1945.

Returning to civilian life after the war, he returned to his university studies, becoming a chemist. He briefly served in the New Zealand Territorial Air Force and later became a farmer and then a teacher. He died in 2011, aged 91, at Tauranga.
Answer: Stanley Franklin Browne was credited with five aerial victories during World War II. After the war, he returned to university and became a chemist.
Question: Given this reference text about Isa Melikov, which events did Isa participate in 2008?
Evidence: Isa Melikov (Azerbaijani: Məlikov İsa Fazil oğlu, born 21 October 1980, in Baku, Azerbaijan SSR) is a famous Azerbaijani composer and producer. He is the author of numerous musical projects, hit songs and soundtracks to movies. The list of celebrities singing his songs include leading stars of Azerbaijan as well as vocalists from CIS and Europe such as Dima Bilan, Eldar Gasimov, Nikki Jamal, Glenys Vargas, Kevin Etienne, Elli, Aysel, Gunesh, Zulfiyya Khanbabayeva, Aygün Kazımova, Elnara, Röya, Elşad Xose, Sevda Alekperzade, Manana, Faig Aghayev, Tunzala Agayeva, Zamig Huseynov, Malik Kalantarli, etc.

Biography
He was born in 1980, October 21 in Baku. The parents of future composer were teaching him love for music from the very early years of his life. Even as a child Isa knew by heart the lyrics of many international hits and by the age of 6 he already was trying to perform them on the piano. In 1987, he went to the secondary school #189 in Baku. In 1990 he became a student of the Baku musical school #1 named after Vagif Mustafazade.

In 1995 he entered the Musical College named after Asaf Zeynalli. Afterwards, in 1997 he entered the Azerbaijan State University of Culture and Arts, and graduated with honors in the specialty in 2001: the conductor of the orchestra of folk musical instruments. In 2003, he got the Master of Arts degree.

Starting from 2002, top introduce a new music genre R & B to Azerbaijani market, he started working on it. In 2003, for the first time in Azerbaijan, he wrote a song in R & B style named "Qəm Otaği" for the singer Elnara, and by this aimed to popularize the genre of R & B in Azerbaijan.

In 2004 he became a member of the British Academy of Composers and songwriters.

In 2005, for the first time he synthesized Azerbaijani folklore (mugham) music with R & B style in song "Uçduq", performed by singer Zamig.

Since 2006 becomes a dissertator at Baku Music Academy named after Uzeyir Hajibeyov.

In 2006 he became a musical producer of the largest Azerbaijani television project in a reality show format called "Academy".

In 2008, he participated in Berlinale Talent Campus holding in the frame of 58th Berlin Film Festival, where he met and received a master class from two time "Oscar" winner composer Gustavo Santaolalla.

In 2008, he established the production center "Baku Music Factory", and became its general producer.

The first project of BMF production center wins third place at Eurovision Song Contest 2009 with the participation of the singer Aysel, under the management of Isa Melikov.

In 2009, he created Azerbaijan's first official digital publishing and record label "BMF Records".

In 2011, BMF Records project wins Eurovision Song Contest 2011 with the participation of Nigar Jamal featuring Eldar Gasimov took with «Running Scared» song.
Answer: Isa participated in Berlinale Talent Campus, and established the production center Baku Music Factory in 2008
Question: How they know what are content words?
Evidence: fig:sentenceinput illustrates the process. Controls are calculated heuristically. All words found in the control word lists are then removed from the reference sentence. The remaining words, which represent the content, are used as input into the model, along with their POS tags and lemmas.
In this way we encourage models to construct a sentence using content and style independently. This will allow us to vary the stylistic controls while keeping the content constant, and successfully perform style transfer. When generating a new sentence, the controls correspond to the counts of the corresponding syntactic features that we expect to be realized in the output.
Controls are calculated heuristically. All words found in the control word lists are then removed from the reference sentence. The remaining words, which represent the content, are used as input into the model, along with their POS tags and lemmas.

In this way we encourage models to construct a sentence using content and style independently.
Answer: The answers are shown as follows:
*  words found in the control word lists are then removed
* The remaining words, which represent the content
Question: Who was injured or killed and in what ways in the accidents?
Evidence: 1947: Two plane crashes in a 24-hour period, one with fatalities. Two people were killed as the result of a mid-air collision between two planes over the airfield. The accident occurred when William Gleason Sauerwein of Falls Church took off from the field in an Aeronca Champion at the same time that F.H. Kirchman, 48, of Vienna, Virginia, was attempting to land while flying a Stinson 105. Both Kirchman and his passenger, Agnes Louise Brady, 47, of Arlington, Virginia, were killed in the accident. Sauerwein was taken to Arlington County hospital with head injuries and a broken leg. Witnesses said that the accident occurred at 7pm when the Stinson cut into the tail of the Aeronca while the planes were approximately 75 feet off the ground. The next day, a second crash occurred when a Funk cabin airplane lost power shortly after takeoff. The pilot, Margaret Vaughn, of Washington, D.C., suffered severe head and leg injuries when the plane crashed into a wooded area about two miles west of the airport, near Gallows Road in Fairfax County. Vaughn was an experienced pilot and was a Link trainer instructor for the Civil Aeronautics Authority. The next day, the Civil Aeronautics Board announced they were conducting a "full inquiry" into the cause of the two crashes. The investigators were specifically concerned with the quality of the gasoline being dispensed at the airport and took samples from Vaughn's aircraft at the scene of the crash.
Answer: F.H. Kirchman and his passenger Agnes Louise Brady was also killed. William Gleason Sauerwein had a broken leg and head injuries. Margaret Vaughn had severe head and leg injuries.
Question: Who is the largest employer in the world?
Answer: The United States Department of Defense (DoD, USDOD or DOD) is an executive branch department of the federal government of the United States charged with coordinating and supervising all agencies and functions of the U.S. government directly related to national security and the United States Armed Forces. The DoD is the largest employer in the world, with over 1.34 million active-duty service members (soldiers, marines, sailors, airmen, and guardians) as of June 2022. The DoD also maintains over 778,000 National Guard and reservists, and over 747,000 civilians bringing the total to over 2.87 million employees. Headquartered at the Pentagon in Arlington, Virginia, just outside Washington, D.C., the DoD's stated mission is to provide "the military forces needed to deter war and ensure our nation's security".
Question: On what day did the invasion of Normandy, France occur in World War II?
Answer: June 6, 1944
Question: What is a Mormon?
Answer: A Mormon typically refers to a member of the Church of Jesus Christ of Latter-day Saints. The word Mormon comes from a prophet in the Book of Mormon who lived in the Americas around 300 A.D. The Book of Mormon is part of the canon of scripture that members of the Church of Jesus Christ of Latter-day Saints use, in conjunction with the Bible and the Doctrine and Covenants. It is often viewed as a distinguishing difference between the Church of Jesus Christ of Latter-day Saints and other Christian denominations. Historically, this is why members of the Church of Jesus Christ of Latter-day Saints have been called Mormons.
Question: What is wine?
Evidence: Wine is an alcoholic drink typically made from fermented grapes. Yeast consumes the sugar in the grapes and converts it to ethanol and carbon dioxide, releasing heat in the process. Different varieties of grapes and strains of yeasts are major factors in different styles of wine. These differences result from the complex interactions between the biochemical development of the grape, the reactions involved in fermentation, the grape's growing environment (terroir), and the wine production process. Many countries enact legal appellations intended to define styles and qualities of wine. These typically restrict the geographical origin and permitted varieties of grapes, as well as other aspects of wine production. Wines can be made by fermentation of other fruit crops such as plum, cherry, pomegranate, blueberry, currant and elderberry.
Answer: Wine is an alcoholic drink typically made from fermented grapes.
Question: What is the definition of a moon landing
Evidence: A Moon landing is the arrival of a spacecraft on the surface of the Moon. This includes both crewed and robotic missions. The first human-made object to touch the Moon was the Soviet Union's Luna 2, on 13 September 1959.
Answer: A Moon landing is the arrival of a spacecraft on the surface of the Moon. This includes both crewed and robotic missions. The first human-made object to touch the Moon was the Soviet Union's Luna 2, on 13 September 1959.

The United States' Apollo 11 was the first crewed mission to land on the Moon, on 20 July 1969. There were six crewed U.S. landings between 1969 and 1972, and numerous uncrewed landings, with no soft landings happening between 22 August 1976 and 14 December 2013.

The United States is the only country to have successfully conducted crewed missions to the Moon, with the last departing the lunar surface in December 1972. All soft landings took place on the near side of the Moon until 3 January 2019, when the Chinese Chang'e 4 spacecraft made the first landing on the far side of the Moon.
Question: What is MRR?
Evidence: I first measured the effectiveness of the embeddings at the skip-gram's training task, predicting context words INLINEFORM0 given input words INLINEFORM1 . This task measures the methods' performance for predictive language modeling. I used four datasets of sociopolitical, scientific, and literary interest: the corpus of NIPS articles from 1987 – 1999 ( INLINEFORM2 million), the U.S. presidential state of the Union addresses from 1790 – 2015 ( INLINEFORM3 ), the complete works of Shakespeare ( INLINEFORM4 ; this version did not contain the Sonnets), and the writings of black scholar and activist W.E.B. Du Bois, as digitized by Project Gutenberg ( INLINEFORM5 ). For each dataset, I held out 10,000 INLINEFORM6 pairs uniformly at random, where INLINEFORM7 , and aimed to predict INLINEFORM8 given INLINEFORM9 (and optionally, INLINEFORM10 ). Since there are a large number of classes, I treat this as a ranking problem, and report the mean reciprocal rank. The experiments were repeated and averaged over 5 train/test splits.
I first measured the effectiveness of the embeddings at the skip-gram's training task, predicting context words INLINEFORM0 given input words INLINEFORM1 . This task measures the methods' performance for predictive language modeling. I used four datasets of sociopolitical, scientific, and literary interest: the corpus of NIPS articles from 1987 – 1999 ( INLINEFORM2 million), the U.S. presidential state of the Union addresses from 1790 – 2015 ( INLINEFORM3 ), the complete works of Shakespeare ( INLINEFORM4 ; this version did not contain the Sonnets), and the writings of black scholar and activist W.E.B. Du Bois, as digitized by Project Gutenberg ( INLINEFORM5 ). For each dataset, I held out 10,000 INLINEFORM6 pairs uniformly at random, where INLINEFORM7 , and aimed to predict INLINEFORM8 given INLINEFORM9 (and optionally, INLINEFORM10 ). Since there are a large number of classes, I treat this as a ranking problem, and report the mean reciprocal rank. The experiments were repeated and averaged over 5 train/test splits.
Answer: The answers are shown as follows:
* mean reciprocal rank