DataHammer/scimrc huggingface dataset:
Question: Tell me whether these are popular sports are more popular in United States of America or in Australia.
Answer: Basketball, American Football, Baseball, and Lacrosse are more popular in the United States of America. Soccer, Australian Rules Football, Rugby, and Cricket are more popular in Australia.
Question: What parameters are tuned for target classifiers?
Evidence: We use the pre-trained glove.840B.300d embeddings BIBREF20 for all 6 attacking methods. For FGM, FGVM and DeepFool, we tune $\epsilon $, the overshoot hyper-parameter (Section SECREF9) and keep the iterative step $n$ static (5). For TYC, besides $\epsilon $ we also tune the upper limit of flipped words, ranging from 10%–100% of the maximum length. For HotFlip, we tune only the upper limit of flipped words, in the range of $[1, 7]$.
We pre-train AutoEncoder to reconstruct sentences in different datasets as we found that this improves the quality of the generated adversarial examples. During pre-training, we tune batch size, number of layers and number of units, and stop the training after the performance on the development sets stops improving for 20K steps. The model is then initialised with the pre-trained weights and trained based on objectives defined in Section SECREF11. During the training process we tune $\lambda _{ae}$ and $\lambda _{seq}$ while keeping the batch size (32) and learning rate ($1e^{-4}$) fixed. As part of our preliminary study, we also tested different values for the Gumbel-softmax temperature $\tau $ and find that $\tau =0.1$ performs the best. Embeddings are fixed throughout all training processes.
For target classifiers, we tune batch size, learning rate, number of layers, number of units, attention size (BiLSTM$+$A), filter sizes and dropout probability (CNN). For BERT, we use the default fine-tuning hyper-parameter values except for batch size, where we adjust based on memory consumption. Note that after the target classifiers are trained their weights are not updated when training or testing the attacking methods.
For target classifiers, we tune batch size, learning rate, number of layers, number of units, attention size (for BiLSTM+A), filter sizes and dropout probability (for CNN).
Answer: Batch size, learning rate, number of layers, number of units, attention size (for BiLSTM+A), filter sizes and dropout probability (for CNN).
Question: What proficiency indicators are used to the score the utterances?
Evidence: FLOAT SELECTED: Table 4: List of the indicators used by human experts to evaluate specific linguistic competences.
Tables and report some statistics extracted from both the written and spoken data collected so far in all the campaigns. Each written or spoken item received a total score by human experts, computed by summing up the scores related to 6 indicators in 2017/2018 (from 3 to 6 in the 2016 campaign, according to the proficiency levels and the type of test). Each indicator can assume a value 0, 1, 2, corresponding to bad, medium, good, respectively.
FLOAT SELECTED: Table 4: List of the indicators used by human experts to evaluate specific linguistic competences.
 Each written or spoken item received a total score by human experts, computed by summing up the scores related to 6 indicators in 2017/2018 (from 3 to 6 in the 2016 campaign, according to the proficiency levels and the type of test). Each indicator can assume a value 0, 1, 2, corresponding to bad, medium, good, respectively.
Answer: 6 indicators:
- lexical richness
- pronunciation and fluency
- syntactical correctness
- fulfillment of delivery
- coherence and cohesion
- communicative, descriptive, narrative skills
Question: How to play tic-tac-toe
Evidence: There is no universally-agreed rule as to who plays first, but in this article the convention that X plays first is used.

Players soon discover that the best play from both parties leads to a draw. Hence, tic-tac-toe is often played by young children who may not have discovered the optimal strategy.

Because of the simplicity of tic-tac-toe, it is often used as a pedagogical tool for teaching the concepts of good sportsmanship and the branch of artificial intelligence that deals with the searching of game trees. It is straightforward to write a computer program to play tic-tac-toe perfectly or to enumerate the 765 essentially different positions (the state space complexity) or the 26,830 possible games up to rotations and reflections (the game tree complexity) on this space. If played optimally by both players, the game always ends in a draw, making tic-tac-toe a futile game.
Answer: Tic-tac-toe is played on a three-by-three grid by two players, who alternately place the marks X and O in one of the nine spaces in the grid. Tic-tac-toe (American English), noughts and crosses (Commonwealth English), or Xs and Os (Canadian or Irish English) is a paper-and-pencil game for two players who take turns marking the spaces in a three-by-three grid with X or O. The player who succeeds in placing three of their marks in a horizontal, vertical, or diagonal row is the winner. It is a solved game, with a forced draw assuming best play from both players.
Question: What are Heat Shock proteins?
Evidence: Heat shock proteins (HSP) are a family of proteins produced by cells in response to exposure to stressful conditions. They were first described in relation to heat shock, but are now known to also be expressed during other stresses including exposure to cold, UV light and during wound healing or tissue remodeling. Many members of this group perform chaperone functions by stabilizing new proteins to ensure correct folding or by helping to refold proteins that were damaged by the cell stress. This increase in expression is transcriptionally regulated. The dramatic upregulation of the heat shock proteins is a key part of the heat shock response and is induced primarily by heat shock factor (HSF). HSPs are found in virtually all living organisms, from bacteria to humans.
Answer: Heat shock proteins (HSP) are a family of proteins produced by cells in response to exposure to stressful conditions.
Question: What is the origin of orange wine?
Answer: Orange wine was first introduced in Georgia and it dates thousands of years back. It is a variant of white wine where the skin grapes are not removed after crushing the grapes. Instead, the skins are left to ferment with the grape juice, similarly to red wine. The style of skin-contact white wine was adopted by Italian and Slovenian winemakers, after visiting Georgia. It then spread to other European countries. 

Skin-fermented white wines were common up until the 1960s, when fresh white wines started to dominate the market.

The term orange wine was coined only in 2004 by a British wine importer.

In Georgia skin-contact white wine is historically known as amber wine.
Question: What dataset is used?
Evidence: We used dataset, HEOT obtained from one of the past studies done by Mathur et al. where they annotated a set of cleaned tweets obtained from twitter for the conversations happening in Indian subcontinent. A labelled dataset for a corresponding english tweets were also obtained from a study conducted by Davidson et al. This dataset was important to employ Transfer Learning to our task since the number of labeled dataset was very small. Basic summary and examples of the data from the dataset are below:
We used dataset, HEOT obtained from one of the past studies done by Mathur et al. where they annotated a set of cleaned tweets obtained from twitter for the conversations happening in Indian subcontinent. A labelled dataset for a corresponding english tweets were also obtained from a study conducted by Davidson et al. This dataset was important to employ Transfer Learning to our task since the number of labeled dataset was very small.
Answer: The answers are shown as follows:
* HEOT
Question: When did the Vietnam War Start?
Evidence: The Vietnam War (also known by other names) was a conflict in Vietnam, Laos, and Cambodia from 1 November 1955 to the fall of Saigon on 30 April 1975. It was the second of the Indochina Wars and was officially fought between North Vietnam and South Vietnam
Answer: The Vietnam War started on 1 November 1955
Question: Which is a species of fish? Toadfish or Toad
Answer: Toadfish
Question: What is "A Song of Ice and Fire"?
Answer: "A Song of Ice and Fire" is a medieval fantasy book series created by an American author George R.R. Martin who has been coined the American J.R.R. Tolkien.

It consists of five books published so far:
- "A Game Of Thrones"
- "A Clash Of Kings"
- "A Storm of Swords"
- "A Feast for Crows"
- "A Dance with Dragons" 

The series remains unfinished with the last two books in the series still unpublished:
- "The Winds Of Winter"
- "A Dream Of Spring"
Question: Given this paragraph about South Korea, which body of water forms the country's western border and which body of water borders it's eastern border?
Evidence: South Korea, officially the Republic of Korea (ROK), is a country in East Asia. It constitutes the southern part of the Korean Peninsula and borders North Korea. The country's western border is formed by the Yellow Sea, while its eastern border is defined by the Sea of Japan. South Korea claims to be the sole legitimate government of the entire peninsula and adjacent islands. It has a population of 51.75 million, of which roughly half live in the Seoul Capital Area, the fourth most populous metropolitan area in the world. Other major cities include Incheon, Busan, and Daegu.
Answer: The western border of South Korea is formed by the Yellow Sea, while the eastern border is formed by the Sea of Japan.
Question: What are the three main considerations when designing software surrounding the Phoenix event data pipeline?
Evidence: There are three main considerations at play when designing software surrounding the Phoenix event data pipeline: modularity, composability, and reproducibility. In short, no one part of the pipeline should be hardcoded to operate within the pipeline, implying other pieces are easily replaced by new and/or better alternative, and the pieces should operate in such a manner that reproducing the exact steps used to create the final dataset is transparent and understandable to those within the broader event data community. Towards this end, the pieces of software are modular in nature; each piece can stand on its own without relying on another other piece of software in the stack. These modular pieces lead to a system that is composable. As pieces can stand on their own, parts of the system can be replaced without affecting the rest of the system in an major way. Finally, the modular and composable nature of the pipeline leads to a system that is inherently reproducible. In many ways, the code itself serves as documentation for reproduction. If the versions of the various pieces are noted, all that is necessary to reproduce the pipeline is to link the correct versions of each module together. Proper design nearly guarantees reproducibility of the data generating process.
There are three main considerations at play when designing software surrounding the Phoenix event data pipeline: modularity, composability, and reproducibility.
Answer: Modularity, composability, and reproducibility.
Question: What is the empire state building?
Answer: The empire state building is a building in Manhattan, New York.  It is 102 stories high and features an art-deco inner and outer appearance.  It was built in 1931 and is a steel framed skyscraper.  In 1931 it was considered the tallest building in the world until 1971.
Question: How is the Quora dataset obtained?
Evidence: We obtained our Quora dataset BIBREF7 through web-based crawls between June 2014 to August 2014. This crawling exercise has resulted in the accumulation of a massive Q&A dataset spanning over a period of over four years starting from January 2010 to May 2014. We initiated crawling with 100 questions randomly selected from different topics so that different genre of questions can be covered. The crawling of the questions follow a BFS pattern through the related question links. We obtained 822,040 unique questions across 80,253 different topics with a total of 1,833,125 answers to these questions. For each question, we separately crawl their revision logs that contain different types of edit information for the question and the activity log of the question asker.
We obtained our Quora dataset through web-based crawls between June 2014 to August 2014.
Answer: They obtained their Quora dataset through web-based crawls.
Question: what language pairs are explored?
Evidence: We use three datasets for our experiments: IWSLT14 German-English, Turkish-English, and WMT14 English-German.
We use three datasets for our experiments: IWSLT14 German-English, Turkish-English, and WMT14 English-German.
Answer: The answers are shown as follows:
* German-English
* Turkish-English
* English-German
Question: Write a friendly email to my neighbor asking them to keep the noise down after 10pm on Weekdays.
Answer: Hi Neighbor!

I hope this email finds you well and getting ready for the sunny spring weather. As the days grow longer, I wanted to ask you for a small favor: can you please try to keep the noise down after 10pm on weekdays? to be clear, I'm not suggesting we all live in libraries--just that external parties, loud music, and fireworks cease after 10pm on weekdays. I'm hopeful that 10pm represents a reasonable compromise between those socializing late and those waking up early. Let me know if you disagree and we can try to work out an alternative compromise. And by all means, please let us know if there are special occasions and/or considerations we should understand. Our goal is to maintain this healthy, thriving neighborhood. 

Thank you,

Kevin
Question: What is red tide?
Answer: microscopic forms of algae known as dinoflagellates can bloom into dense patches near the surface
Question: List different ways in which Nuclear power can be obtained based on the passage.
Evidence: Nuclear power is the use of nuclear reactions to produce electricity. Nuclear power can be obtained from nuclear fission, nuclear decay and nuclear fusion reactions. Presently, the vast majority of electricity from nuclear power is produced by nuclear fission of uranium and plutonium in nuclear power plants. Nuclear decay processes are used in niche applications such as radioisotope thermoelectric generators in some space probes such as Voyager 2. Generating electricity from fusion power remains the focus of international research.

Most nuclear power plants use thermal reactors with enriched uranium in a once-through fuel cycle. Fuel is removed when the percentage of neutron absorbing atoms becomes so large that a chain reaction can no longer be sustained, typically three years. It is then cooled for several years in on-site spent fuel pools before being transferred to long term storage. The spent fuel, though low in volume, is high-level radioactive waste. While its radioactivity decreases exponentially it must be isolated from the biosphere for hundreds of thousands of years, though newer technologies (like fast reactors) have the potential to reduce this significantly. Because the spent fuel is still mostly fissionable material, some countries (e.g. France and Russia) reprocess their spent fuel by extracting fissile and fertile elements for fabrication in new fuel, although this process is more expensive than producing new fuel from mined uranium. All reactors breed some plutonium-239, which is found in the spent fuel, and because Pu-239 is the preferred material for nuclear weapons, reprocessing is seen as a weapon proliferation risk.
Answer: Nuclear power can be obtained from nuclear fission, nuclear decay and nuclear fusion reactions.
Question: If you could change one thing about this world, what would it be and why?
Answer: Assuming I could change just one thing in this world, it would be for all of humankind to develop greater empathy and selflessness. I do believe it could be the start of so much good at all levels - it would help nations, societies and people to focus on their own and others' happiness --- and make decisions that focus on the larger good. Many of the troubles ailing us as nations would disappear if we just saw the other side and put ourselves in their shoes. Societies would heal if artificially created differences were done away with. And families and relationships would benefit from a better understanding of the other side's point of view. 

In this utopian world filled with empathy and selflessness, no human would die of hunger, no mother would lose her child due to lack of medical facilities and no human would die of self harm because they were not "normal" or a part of the mainstream.

What saddens me, however, is that this is such an easy thing for everyone to do. If we all just did 1 (or 10) good deed a day, this world would be a better place already. The miracle isn't anywhere else, it is within us.
Question: I'm a 12-year-old girl and I want to have my own cellphone because everyone else in my class have one. I just want to be part of the group and join their conversations. My mother did not refuse my request, but she asked me how to solve her concerns about the potential harm to me. What should I do to convince her to give me a cellphone? Here are here concerns:
1. Using cellphone too much would harm your eye sight. Especially for teenagers, whose eyes are still growing, it's very easy to have near-sight pretty quickly.
2. Using cellphone too much would take too much of your time, and you would spend less time reading books, doing exercises, playing outside, talking to people, which harms your overall development. Adults like me already ready lots of books, did lots of exercises, and talked to a lot of people when I was a teenager, so I already developed those skills.
3. Using cellphone too much would make you feel hard to focus on one thing. The scattered information would stimulate your attention, and make you feel excited at superficial contents, and don't think deeply.
4. You might accidentally lost your cellphone, and you will feel sad about it. Teenagers usually are more likely to lost things than adults in general.
Can you respond with concrete plans to prevent the harmful results so that my mom can be convinced?
Answer: Hi mom, I think I can handle the problems you mentioned properly. Here are some plans to make sure the things you worry about won't happen:
1. You can take me to do eye exams every month to make sure my eyes are not getting bad. If my eye-sight becomes worse than the current situation, I can return the cellphone to you.
2. You can set the phone to limit my screen time to one hour per day, so that it would not take my time to do other things.
3. You can set the phone to limit my screen time to one hour per day, so that it would not change my habit to use my attention too much. Also, I will keep reading books and discuss my thoughts with you, so that I can practice deep thinking skills.
4. I can start by having a cheaper phone and I will take good care of it. If I don't lose or break it for half a year, you can trust me and buy me a better one.
Does it sounds good to you?
Question: Categorize the below in terms of Red wine or white wine.
Cabernet Sauvignon, Merlot, Shiraz, Pinot Noir, Malbec, Zinfandel, Grenache, Sangiovese, Chardonnay, Sauvignon Blanc, Riesling, Chenin Blanc, Pinot Gris (or Pinot Grigio), Semillon, Viognier, Torrontes, Albariño, Gewurztraminer.
Answer: White wine - Chardonnay, Sauvignon Blanc, Riesling, Chenin Blanc, Pinot Gris (or Pinot Grigio), Semillon, Viognier, Torrontes, Albariño and Gewurztraminer.
Red wine - Cabernet Sauvignon, Merlot, Shiraz, Pinot Noir, Malbec, Zinfandel, Grenache and Sangiovese.
Question: How did India get independence from colonial rule
Answer: Non vioalence movement and violence movement both were prevalent, huge number of discussions, fights,protests etc paved way for indepdence
Question: Based on the provided text, place the following books in chronological order: 
The Fox in the Attic, In Hazard: A Sea Story, A High Wind in Jamaica, and The Wooden Shepherdess
Evidence: "The Fox in the Attic" was originally published in 1961 by Chatto & Windus: London as v. 1 of The Human Predicament trilogy, and then in the United States by Harper & Brothers: New York. This was 23 years after Hughes's previous novel, In Hazard: A Sea Story, and 33 years after A High Wind in Jamaica, which was a best seller in the United Kingdom and America.It was published the following year in Sweden (Stockholm: Norstedt) as Räven på vinden.

The second novel in The Human Predicament trilogy, The Wooden Shepherdess, was published in 1973 by Chatto & Windus: London; it carries on the story to 1934 and the Night of the Long Knives. The third and final novel was left unfinished, but the completed twelve chapters were included in the 2000 New York Review of Books edition of The Wooden Shepherdess.
Answer: The order of the books are as follows:
1) A High Wind in Jamaica
2) In Hazard: A Sea Story
3) The Fox in the Attic
4) The Wooden Shepherdess
Question: Give me a list of the last 10 mens college hockey champions.
Answer: 2022 Denver; 2021 Massachusetts; 2019 Minnesota Duluth; 2018 Minnesota Duluth; 2017 Denver; 2016 North Dakota; 2015 Providence; 2014 Union; 2013 Yale; 2012 Boston College
Question: Why is the Chernobyl disaster considered to be the world's worst-ever civil nuclear incident when only an excess of 15 childhood thyroid cancer deaths were documented as of 2011?
Evidence: The Chernobyl disaster was a nuclear accident that occurred on 26 April 1986 at the No. 4 reactor in the Chernobyl Nuclear Power Plant, near the city of Pripyat in the north of the Ukrainian SSR in the Soviet Union. Called the world's worst-ever civil nuclear incident, it is one of only two nuclear energy accidents rated at seven—the maximum severity—on the International Nuclear Event Scale, the other being the 2011 Fukushima nuclear disaster in Japan. The initial emergency response, together with later decontamination of the environment, involved more than 500,000 personnel and cost an estimated 18 billion roubles—roughly US$68 billion in 2019, adjusted for inflation. Chernobyl's health effects to the general population are uncertain. An excess of 15 childhood thyroid cancer deaths were documented as of 2011. A United Nations committee found that to date fewer than 100 deaths have resulted from the fallout. Determining the total eventual number of exposure related deaths is uncertain based on the linear no-threshold model, a contested statistical model. Model predictions of the eventual total death toll in the coming decades vary. The most widely cited studies by the World Health Organization predict an eventual 9,000 cancer related fatalities in Ukraine, Belarus and Russia.
Answer: The Chernobyl disaster was called the world's worst-ever civil nuclear incident because it is one of only two nuclear energy accidents rated at seven—the maximum severity—on the International Nuclear Event Scale. The initial emergency response, together with later decontamination of the environment, involved more than 500,000 personnel and cost an estimated 18 billion roubles—roughly US$68 billion in 2019, adjusted for inflation. Even though Chernobyl's health effects to the general population are uncertain, the World Health Organization predict an eventual 9,000 cancer related fatalities in Ukraine, Belarus and Russia.
Question: Which of the following are writing implements: pen, fine line markers, tiles, morning glories, alcohol markers, mechanical pencils, jugs, sand, ocean salt water, towel
Answer: pen, fine line markers, alcohol markers, mechanical pencils