DataHammer/scimrc huggingface dataset:
Question: Write down some important aspects regarding civil war from the given text
Evidence: A civil war or intrastate war is a war between organized groups within the same state (or country). The aim of one side may be to take control of the country or a region, to achieve independence for a region, or to change government policies. The term is a calque of Latin bellum civile which was used to refer to the various civil wars of the Roman Republic in the 1st century BC.
Answer: 1. An intrastate or civil war is a conflict between organised parties fighting within a single state. (or country).
2. One side may want to overthrow the government, seize control of an area, secure the independence of a region, or alter public policy.
3. The phrase is a calque of the Latin phrase bellum civile, which was used to describe the numerous civil wars that raged throughout the Roman Republic in the first century BC.
Question: How many seasons was Jeff Fisher the head coach of the Titans while they were not in Tennessee?
Evidence: The 2010 Tennessee Titans season was the team's 41st season in the National Football League, their 51st overall and their 14th season in Tennessee. The Titans hoped to improve on their 8–8 record from the 2009 season, but they failed to do so and ended up finishing 6-10. They started the season 5-2, but lost the next 8 of 9. This was the Titans’ final season under head coach Jeff Fisher, who resigned on January 27, 2011 after 17 seasons with the team.

Offseason
Personnel changes
On January 25, Kennedy Pola, who previously served as the Jacksonville Jaguars' running backs coach for the past five seasons, was hired to the same position with the Titans, replacing Earnest Byner, who was fired the same day. (Ironically, Byner was later named the new Jaguars' running backs coach ten days later.) On May 14, Ruston Webster, who served as the Seattle Seahawks' vice president of player personnel for the past four seasons, was hired to the same position with the Titans.

On July 27, Kennedy Pola left the Titans and accepted the offensive coordinator position at USC. On July 28, the following changes were made to the Titans' coaching staff: Craig Johnson was moved from quarterbacks coach to the running backs coach vacated by Kennedy Pola, and will also serve as assistant head coach. Dowell Loggains, who previously served as quality control of offense, was named the new quarterbacks coach, while offensive assistant Richie Hessman will serve as quality control of offense.
Answer: 3 seasons
Question: How do you cook a Texas brisket?
Answer: Texas is know as the BBQ capital of the world, and Texas brisket leads the pack. For true Texas brisket all you need is salt, pepper, smoke and time!

1. Purchase a whole packer brisket with both the point and flat muscle included. Prime grade brisket is ideal as it will have more fat marbling, which means more flavor and juiciness. However, choice grade will work fine for most cooks. Plan on 1/2 lb per person.

2. Trim your brisket to remove and hard pieces of fat that will not render in the cooking process. I recommend leaving about 1/4 inch of fat on the point side, and trim off all fat off the flat. Note: the brisket trimming make great fat to mix into burgers!

3. Texas brisket is seasoned only with coarse salt and coarse black pepper. I prefer a 50/50 mix. There are MANY brisket rubs available if you are looking to spice up your brisket from the traditional Texas salt and pepper rub.

4. Use a good quality hardwood lump charcoal in your smoker. I use oak as a base wood with a little bit of hickory mixed in. You can use any smoker that can maintain a consistent temperature of 225-250 degrees. I prefer the Big Green Egg, but there are great smokers available from Weber, Traeger, CampChef and many more.

5. Smoke the brisket at 225 degrees until the internal temperature reaches 165-170 degrees. I then remove the brisket, wrap in butcher paper, and return to the smoker until the internal temperature reaches 202 degrees.

6. When the brisket reaches 202 degrees, remove from the smoker and REST. DO NOT SKIP THE REST. Resting the brisket allows those hot and bubbly juices to settle into the meat. I prefer resting my brisket in a cooler covered in towels for 2 hours, but can rest as long as 4 hours before serving.

7. When you are ready to serve, I separate the two pieces, flat and point.Slice the flat against the grain for maximum tenderness. Cube the point for burnt ends.

8. Serve and enjoy!
Question: Classify each of the following on the basis of text (alphabetically) or numbers (numerically) - Bangalore, 265, Apple, 10, Bag, 49.
Answer: The classification can be done either on the basis of numbers which could be either numerically or in roman context. If we eliminate the same, the other one will be on the basis of text. Based on the above explanation, it could be classified as :
Text - Bangalore, Apple, Bag
Numbers - 265, 10, 49
Question: Given a reference text about James Henry Richards, tell me what sport he played, where he was born and where he died.
Evidence: James Henry Richards (3 January 1855 – 24 August 1923) was an English cricketer. Richards' batting and bowling styles are unknown. He was born at Brixton, Surrey.

Richards made two first-class appearances for Surrey in 1881, against Middlesex at Lord's, and Lancashire at Old Trafford. In his first match, Surrey won the toss and elected to bat first, making 157 all out, with Richards scoring a single run before he was dismissed by Augustus Ford. Middlesex responded in their first-innings by making 192 all out, with Richards taking the wickets of A. J. Webbe and Isaac Walker to finish with figures of 2/40 from 28 overs. Surrey then made just 79 all out in their second-innings, with Richards being dismissed by James Robertson for a duck. This left Middlesex requiring just 45 for victory, which they reached without losing any wickets. In his second match, Lancashire won the toss and elected to bat first, making 324 all out, with Richards bowling fourteen wicketless overs. Surrey responded in their first-innings by making just 69 all out, with Richards being dismissed for 8 runs by Alexander Watson. Forced to follow-on in their second-innings, Surrey were dismissed for 130, with Richards dismissed for a duck by Dick Barlow. Lancashire won the match by an innings and 125 runs.

He died at Tulse Hill, London, on 24 August 1923.
Answer: James Henry Richards played cricket. He was born in Brixton, Surrey and died in Tulse Hill, London.
Question: What are the three parts of their neural network approach?
Evidence: The task of word-level quality estimation (QE) consists of taking a source sentence and machine-generated translation, and predicting which words in the output are correct and which are wrong. In this paper, propose a method to effectively encode the local and global contextual information for each target word using a three-part neural network approach. The first part uses an embedding layer to represent words and their part-of-speech tags in both languages. The second part leverages a one-dimensional convolution layer to integrate local context information for each target word. The third part applies a stack of feed-forward and recurrent neural networks to further encode the global context in the sentence before making the predictions. This model was submitted as the CMU entry to the WMT2018 shared task on QE, and achieves strong results, ranking first in three of the six tracks.
In this paper, propose a method to effectively encode the local and global contextual information for each target word using a three-part neural network approach. The first part uses an embedding layer to represent words and their part-of-speech tags in both languages. The second part leverages a one-dimensional convolution layer to integrate local context information for each target word. The third part applies a stack of feed-forward and recurrent neural networks to further encode the global context in the sentence before making the predictions.
Answer: The first part uses an embedding layer to represent words and their part-of-speech tags in both languages. The second part leverages a one-dimensional convolution layer to integrate local context information for each target word. The third part applies a stack of feed-forward and recurrent neural networks to further encode the global context in the sentence before making the predictions.
Question: Is the IBM-Watson an example of IR-based QA systems?
Evidence: QA system resides within the scope of Computer Science. It deals with information retrieval and natural language processing. Its goal is to automatically answer questions asked by humans in natural language. IR-based QA, Knowledge based approaches and Hybrid approaches are the QA system types. TREC, IBM-Watson, Google are examples of IR-based QA systems. Knowledge based QA systems are Apple Siri, Wolfram Alpha. Examples of Hybrid approach systems are IBM Watson and True Knowledge Evi.
Figure FIGREF4 provides an overview of QA System. The first step of QA System is Question Analysis. Question analysis has two parts - question classification and another question formulation. In question classification step, the question is classified using different classifier algorithms. In question formulation, the question is analyzed and the system creates a proper IR question by detecting the entity type of the question to provide a simple answer.
The next step is documents retrieval and analysis. In this step, the system matches the query against the sources of answers where the source can be documents or Web. In the answer extraction step, the system extracts the answers from the documents of the sources collected in documents retrieval and analysis phase. The extracted answers are filtered and evaluated in answer evaluation phase as there can be multiple possible answers for a query. In the final step, an answer of the question is returned.
TREC, IBM-Watson, Google are examples of IR-based QA systems.
Answer: Yes, it is.
Question: What does the phrase “ignorance is bliss” mean?
Answer: “Ignorance is bliss” refers to times when it is better not to know something than to know it.
Question: Are the racial depictions of Eugène Delacroix artworks facts?
Evidence: Racial categories have historically been used as a way to enable an oppressive figure or group to discriminate against other groups or individuals which were seen as different from that of the oppressor. In nineteenth and early twentieth century Europe, artwork was a common form of racialization which targeted countries in the Middle East and Asia. The artwork, predominantly paintings, were portrayed in order to instill prejudice in the Western populations through sexualizing and manipulating images. One of the most prominent examples of Orientalist work in art is a piece by Eugène Delacroix titled Women of Algiers in their Apartment. Dating back to 1834, it portrays three women resting in a harem in exotic clothing while an African woman is dressed in plain clothing, depicting her role as a servant. Fine textiles, hookahs, and other paraphernalia adorn the room, which represents a European fantasy of an exotic scene. Attempts to portray these cultures as strange, foreign and exotic through Orientalism led to intolerance towards the Arab and Asian communities in Europe and the United States. Others argue that Delacroix, who travelled in North Africa sketching extensively, was depicting a realistic scene of the era based on his first-hand knowledge and experience. In such an interpretation the clothing, for example, is consistent with the times, as Arab North Africans dressed differently from Europeans, and kept black slaves who would not have been treated as equals.
Answer: There are arguments that some of the depictions of the artworks are factual represents of Delacroix's first-hand experience while traveling in North Africa.
Question: Extract the names of the islands located on the Azores plateau from the text. Separate them with a comma.
Evidence: These islands can be divided into three recognizable groups located on the Azores Plateau:
The Eastern Group (Grupo Oriental) of São Miguel, Santa Maria and Formigas Islets
The Central Group (Grupo Central) of Terceira, Graciosa, São Jorge, Pico and Faial
The Western Group (Grupo Ocidental) of Flores and Corvo.
Answer: São Miguel, Santa Maria, Formigas, Terceira, Graciosa, São Jorge, Pico, Faial, Flores, Corvo
Question: What are the state-of-the-art models for the task?
Evidence: FLOAT SELECTED: Table 2: Performance of various methods on the FNC-I benchmark. The first and second groups are methods introduced during and after the challenge period, respectively. Best results are in bold.
Results of our proposed method, the top three methods in the original Fake News Challenge, and the best-performing methods since the challenge's conclusion on the FNC-I test set are displayed in Table TABREF12. A confusion matrix for our method is presented in the Appendix. To the best of our knowledge, our method achieves state-of-the-art results in weighted-accuracy and standard accuracy on the dataset. Notably, since the conclusion of the Fake News Challenge in 2017, the weighted-accuracy error-rate has decreased by 8%, signifying improved performance of NLP models and innovations in the domain of stance detection, as well as a continued interest in combating the spread of disinformation.
FLOAT SELECTED: Table 2: Performance of various methods on the FNC-I benchmark. The first and second groups are methods introduced during and after the challenge period, respectively. Best results are in bold.
Results of our proposed method, the top three methods in the original Fake News Challenge, and the best-performing methods since the challenge's conclusion on the FNC-I test set are displayed in Table TABREF12. A confusion matrix for our method is presented in the Appendix. To the best of our knowledge, our method achieves state-of-the-art results in weighted-accuracy and standard accuracy on the dataset.
Answer: The answers are shown as follows:
* To the best of our knowledge, our method achieves state-of-the-art results in weighted-accuracy and standard accuracy on the dataset
Question: What are the three types of mobile app described in the passage.
Evidence: Mobile Apps are broadly classified into three types: native apps, hybrid and web apps. Native applications are designed specifically for a mobile operating system, typically iOS or Android. Web apps are written in HTML5 or CSS and typically run through a browser. Hybrid apps are built using web technologies such as JavaScript, CSS, and HTML5 and function like web apps disguised in a native container.
Answer: Native, Hybrid, Web
Question: How to conduct a human study?
Evidence: In order to assess the perceived appropriateness of system responses we conduct a human study using crowd-sourcing on the FigureEight platform. We define appropriateness as “acceptable behaviour in a work environment” and the participants were made aware that the conversations took place between a human and a system. Ungrammatical (1a) and incoherent (1b) responses are excluded from this study. We collect appropriateness ratings given a stimulus (the prompt) and four randomly sampled responses from our corpus that the worker is to label following the methodology described in BIBREF21, where each utterance is rated relatively to a reference on a user-defined scale. Ratings are then normalised on a scale from [0-1]. This methodology was shown to produce more reliable user ratings than commonly used Likert Scales. In addition, we collect demographic information, including gender and age group. In total we collected 9960 HITs from 472 crowd workers. In order to identify spammers and unsuitable ratings, we use the responses from the adult-only bots as test questions: We remove users who give high ratings to sexual bot responses the majority (more than 55%) of the time.18,826 scores remain - resulting in an average of 7.7 ratings per individual system reply and 1568.8 ratings per response type as listed in Table TABREF14.Due to missing demographic data - and after removing malicious crowdworkers - we only consider a subset of 190 raters for our demographic study. The group is composed of 130 men and 60 women. Most raters (62.6%) are under the age of 44, with similar proportions across age groups for men and women. This is in-line with our target population: 57% of users of smart speakers are male and the majority are under 44 BIBREF22.
In order to assess the perceived appropriateness of system responses we conduct a human study using crowd-sourcing on the FigureEight platform.
Answer: The authors conduct a human study using crowd-sourcing on the FigureEight platform.
Question: Extract from this text a list of the major films, books, and art pieces of Bruce Petty's career.
Evidence: Petty began working for the Owen Brothers animation studio in Melbourne in 1949, before moving to the UK in 1954. His cartoons were published in The New Yorker, Esquire and Punch. On his return to Australia in 1961, he worked at first for The (Sydney) Daily Mirror, The Bulletin and The Australian before joining The Age in 1976.

In 1976, the animated film Leisure, of which he was the director, won an Academy Award for the producer Suzanne Baker (the first Australian woman to win an Oscar). "When I got it, the Oscar went to the producer. We got a picture of it, a very nice gold-framed picture." (The Age, 22 June 2004)

Petty made a number of other award-winning animated films including Art, Australian History, Hearts and Minds and Karl Marx.

Petty also created a number of "machine sculptures" with the most famous being a piece known as "Man Environment Machine" (fondly known as the "Petty Machine") that was a feature piece of the Australian Pavilion at World Expo '85 at Tsukuba, Japan.

In 2007, he received the AFI Best Documentary Director prize for the documentary Global Haywire which he wrote, directed and animated, as well as the Best Documentary Sound prize ; this documentary tries to unravel the global pattern that leads to an understanding of how the world came to be as it is today, and is based on interviews with intellectuals, students and journalists.

Petty's 2008 book, Petty's Parallel Worlds, is a retrospective collection of editorial cartoons from 1959 to the present, street sketches done on assignment around the world, and etchings.

Those of Petty's cartoons that depict themes such as the economy, international relations or other social issues as complicated interlocking machines (that manipulate, or are manipulated by, people) have been likened to Rube Goldberg machines or Heath Robinson contraptions.

At the 2016 Walkley Awards Petty was recognised with the Most Outstanding Contribution to Journalism award.
Answer: * Leisure, a 1976 animated fillm
* Art, an animated film
* Australian History, an animated film
* Hearts and Minds, an animated film
* Karl Marx, an animated film
* Man Environment Machine, a machine sculpture featured at World Expo '85
* Global Haywire, a 2007 documentary
* Petty's Parallel Worlds, a 2008 book
Question: What are ways to improve running speed?
Answer: There are several training methods to increase your race speed, they all play with tempo in different forms.
Interval training is one way to increase running speed. In this form of training, you alternate between slow and fast tempos within a training session. You run through several repetitions alternating between fast running pace and trotting pauses. Depending on the target distance and speed, this training unit can be designed differently. A marathon runner goes through a different interval training as a 800 meter runner.
Another way to train and increase the running speed are tempo runs. Here you run at a higher pace than the actual target pace. The intensity of the load is correspondingly high, the duration of the load and the distance is therefore shorter.
Overall, however, it is important to remember that base training is just as important for increasing race speed as fast tempo sessions. With long runs, the appropriate foundations are laid in order to build them up with the previously mentioned speed units.
Question: What are startup fundraising rounds?
Answer: Startups that choose to raise money from investors typically fundraise in rounds. A startup will usually first raise money for its idea from the friends and family of the founders. This is called the "Friends and Family Round". 

After this is the "Seed Round" in which the startup will raise capital from other investors, typically angel investors and venture capital firms.

Subsequent to the "Seed Round" is the "Series A". This capital is typically raised from venture capital and larger investors. 

Every subsequent fundraising round is the next letter in the alphabet: Series B, Series C, etc.
Question: What is the most important thing for law enforcement in a kidnapping case?
Answer: The chances of finding the kidnapped person alive greatly diminishes with each passing hour since the kidnapping. Law enforcement must act quickly to find the victim as fast as possible.
Question: Extract who developed Age of Empires 2 and the year it was released from the following text and separate them with a comma
Evidence: Age of Empires II: The Age of Kings is a real-time strategy video game developed by Ensemble Studios and published by Microsoft. Released in 1999 for Microsoft Windows and Macintosh, it is the second game in the Age of Empires series. The Age of Kings is set in the Middle Ages and contains thirteen playable civilizations. Players aim to gather resources, which they use to build towns, create armies, and defeat their enemies. There are five historically based campaigns, which conscript the player to specialized and story-backed conditions, as well as three additional single-player game modes; multiplayer is also supported.
Answer: Ensemble Studios, 1999
Question: Must the points that are used for generating text be a vector learned during training?
Evidence: Since our language model is conditioned on a language vector, we can gain some intuitive understanding of the language space by generating text from different points in it. These points could be either one of the vectors learned during training, or some arbitrary other point. tab:interpolation shows text samples from different points along the line between Modern English [eng] and Middle English [enm]. Consistent with the results of Johnson2016zeroshot, it appears that the interesting region lies rather close to 0.5. Compare also to our fig:eng-deu, which shows that up until about a third of the way between English and German, the language model is nearly perfectly tuned to English.
Since our language model is conditioned on a language vector, we can gain some intuitive understanding of the language space by generating text from different points in it. These points could be either one of the vectors learned during training, or some arbitrary other point.
Answer: No.
Question: Given this paragraph about magnesium, how is magnesium obtained?
Evidence: Magnesium is a chemical element with the symbol Mg and atomic number 12. It is a shiny gray metal having a low density, low melting point and high chemical reactivity. Like the other alkaline earth metals (group 2 of the periodic table) it occurs naturally only in combination with other elements and it almost always has an oxidation state of +2. It reacts readily with air to form a thin passivation coating of magnesium oxide that inhibits further corrosion of the metal. The free metal burns with a brilliant-white light. The metal is obtained mainly by electrolysis of magnesium salts obtained from brine. It is less dense than aluminium and is used primarily as a component in strong and lightweight alloys that contain aluminium.
Answer: Magnesium is mainly obtained by electrolysis of magnesium salts obtained from brine.