DataHammer/scimrc huggingface dataset:
Question: What foods are high in antioxidants?
Answer: Vegetables are foods that are high in antioxidants.  For example, kale, cabbage, broccoli and onions are foods that are high in antioxidants.  When you consume foods that are high in antioxidants they helps to remove acidity out of the body created by physical stress and daily activity.
Question: Who is the star of the movie Breakfast at Tiffany's?
Answer: Audrey Hepburn starred in Breakfast at Tiffany's
Question: Classify each of the following products as an Apple, Amazon, or Microsoft product: Airpods, Xbox, Alexa, Fire TV Stick, iPhone, Surface Pro, Macbook
Answer: Airpods: Apple Product
Xbox: Microsoft Product
Alexa: Amazon Product
Fire TV Stick: Amazon Product
iPhone: Apple Product
Surface Pro: Microsoft Product
Macbook: Apple Product
Question: Do the authors have a hypothesis as to why morphological agreement is hardly learned by any model?
Evidence: The results for the major features and minor features are shown in Figures FIGREF26 and FIGREF35 , respectively. For each feature, we measure the MCC of the sentences including that feature. We plot the mean of these results across the different restarts for each model, and error bars mark the mean INLINEFORM0 standard deviation. For the Violations features, MCC is technically undefined because these features only contain unacceptable sentences. We report MCC in these cases by including for each feature a single acceptable example that is correctly classified by all models.
The most challenging features are all related to Violations. Low performance on Infl/Agr Violations, which marks morphological violations (He washed yourself, This is happy), is especially striking because a relatively high proportion (29%) of these sentences are Simple. These models are likely to be deficient in encoding morphological features is that they are word level models, and do not have direct access sub-word information like inflectional endings, which indicates that these features are difficult to learn effectively purely from lexical distributions.
Violations
The most challenging features are all related to Violations. Low performance on Infl/Agr Violations, which marks morphological violations (He washed yourself, This is happy), is especially striking because a relatively high proportion (29%) of these sentences are Simple. These models are likely to be deficient in encoding morphological features is that they are word level models, and do not have direct access sub-word information like inflectional endings, which indicates that these features are difficult to learn effectively purely from lexical distributions.
Answer: The answers are shown as follows:
* These models are likely to be deficient in encoding morphological features is that they are word level models, and do not have direct access sub-word information like inflectional endings, which indicates that these features are difficult to learn effectively purely from lexical distributions.
Question: What two components are included in their proposed framework?
Evidence: In this paper, we present an extraction-then-synthesis framework for machine reading comprehension shown in Figure 1 , in which the answer is synthesized from the extraction results. We build an evidence extraction model to predict the most important sub-spans from the passages as evidence, and then develop an answer synthesis model which takes the evidence as additional features along with the question and passage to further elaborate the final answers.
In this paper, we present an extraction-then-synthesis framework for machine reading comprehension shown in Figure 1 , in which the answer is synthesized from the extraction results. We build an evidence extraction model to predict the most important sub-spans from the passages as evidence, and then develop an answer synthesis model which takes the evidence as additional features along with the question and passage to further elaborate the final answers.
Answer: evidence extraction and answer synthesis
Question: What are the three most common types of radioactive decay?
Evidence: Radioactive decay (also known as nuclear decay, radioactivity, radioactive disintegration, or nuclear disintegration) is the process by which an unstable atomic nucleus loses energy by radiation. A material containing unstable nuclei is considered radioactive. Three of the most common types of decay are alpha decay (α-decay), beta decay (β-decay), and gamma decay (γ-decay), all of which involve emitting one or more particles. The weak force is the mechanism that is responsible for beta decay, while the other two are governed by the electromagnetism and nuclear force. A fourth type of common decay is electron capture, in which an unstable nucleus captures an inner electron from one of the electron shells. The loss of that electron from the shell results in a cascade of electrons dropping down to that lower shell resulting in emission of discrete X-rays from the transitions. A common example is iodine-125 commonly used in medical settings.
Answer: Three of the most common types of radioactive decay are alpha decay (α-decay), beta decay (β-decay), and gamma decay (γ-decay), all of which involve emitting one or more particles.
Question: What do the authors plan to do in the future?
Evidence: In this paper, we show that pre-training QA models with automatically constructed cloze questions improves the performance of the models significantly, especially when there are few labeled examples. The performance of the model trained only on the cloze questions is poor, validating the need for fine-tuning. Through regression analysis, we find that pretraining helps with questions which ask for factual information located in a specific part of the context. For future work, we plan to explore the active learning setup for this task – specifically, which passages and / or types of questions can we select to annotate, such that there is a maximum performance gain from fine-tuning. We also want to explore how to adapt cloze style pre-training to NLP tasks other than QA.
For future work, we plan to explore the active learning setup for this task – specifically, which passages and / or types of questions can we select to annotate, such that there is a maximum performance gain from fine-tuning. We also want to explore how to adapt cloze style pretraining to NLP tasks other than QA.
Answer: They plan to explore the active learning setup for this task – specifically, which passages and / or types of questions can they select to annotate, such that there is a maximum performance gain from fine-tuning. They also want to explore how to adapt cloze style pre-training to NLP tasks other than QA.
Question: What are the three teams in the mobile game Pokemon Go?
Answer: Pokemon Go players select a team once they reach level 5. They are part of this team throughout the game. The teams are represented by a color and a theme. Options are Yellow (Instinct), Blue (Mystic) or Red (Valor). Players in Pokemon Go are referred to as Trainers, and the Trainers from opposing teams battle for control of Gyms.
Question: Tell me whether each food is from a grain or animal: quinoa, millet, couscous, ribeye steak, pork belly, chicken wing
Answer: Quinoa: Grain
Millet: Grain
Couscous: Grain
Ribeye Steak: Animal
Pork Belly: Animal
Chicken Wing: Animal
Question: What are the best movies I've ever seen?
Answer: Game Night, Goodwill Hunting, The Hangover, The Wolf of Wall Street, The Godfather, Goodfellas, Dances with Wolves, The Firm, The Game.
Question: Why does pollution in Delhi increase during the months of Nov-Dec each year?
Answer: Delhi is the capital of India and one of India's largest city.  It has over 30 million residents and an estimated 100+ million vehicles.  Delhi is surrounded by the agricultural states of Punjab and Haryana.  During the period Sep-Nov, the states of Punjab and Haryana harvest rice they have grown during the summer months.  Post the harvest, in order to prepare the fields for sowing again they burn the left over rice husk and dried plants.  The month of November marks the onset of winter in the north Indian plains and during this time the north westerly winds stop.  The combination of high vehicle number, large scale burning of post harvest leftover and onset of winter with no winds results in the months of Nov-Dec being the most polluted in the year.
Question: Tell me whether these are states or cities: Massachusetts, Denver, Wyoming, Los Angeles, Miami, and Alabama.
Answer: Massachusetts, Wyoming, and Alabama are all states in the United States of America. Massachusetts is in the northeast, Wyoming is in the west, and Alabama is in the southeastern part of the county. Denver, Los Angeles, and Miami are all cities. Denver is in Colorado, Los Angeles in California, and Miami in Florida.
Question: Tell me about a Disk Manager
Evidence: Disk Manager is a discontinued software (that was a popular 1980s and 1990s) and documentation package for MS-DOS and PC DOS computers, useful for self-installing personal computer hard disks. It was written by Ontrack, a company that is now part of KLDiscovery.

Installation covered different aspects:

explaining personal computer hardware concepts
documenting switches of many of the existing disks
putting into place custom device drivers which circumvented BIOS limitations, notably those related to maximum disk or partition size and logical block addressing
providing testing and informational utilities
Drivers could be either DOS-type, or replacement master boot record code.

Diskettes with Disk Manager were provided by some disk manufacturers (e.g. IBM), in custom OEM versions, supporting all of their models.

Not long after launching in 1985, Ontrack also started providing computer disk data recovery services as Ontrack Data Recovery.
Answer: Disk Manager is a discontinued software and documentation package for MS-DOS and PC DOS computers.  It was written by Ontrack, a company that is now part of KLDiscovery. Diskettes with Disk Manager were provided by some disk manufacturers in custom OEM versions, supporting all of their models.
Question: tell me a way to slice an apple.
Answer: well, you could slice an apple with a knife, a wire, a sword, a metal sheet, an axe, a gun (with enough bullets...)
Question: From the passage provided, extract the name of the first non-European to win the Nobel Prize in Literature.
Evidence: Rabindranath Tagore FRAS (/rəˈbɪndrənɑːt tæˈɡɔːr/ (listen); pronounced [rɔˈbindɾɔnatʰ ˈʈʰakuɾ]; 7 May 1861 – 7 August 1941) was a Bengali polymath who worked as a poet, writer, playwright, composer, philosopher, social reformer and painter. He reshaped Bengali literature and music as well as Indian art with Contextual Modernism in the late 19th and early 20th centuries. Author of the "profoundly sensitive, fresh and beautiful" poetry of Gitanjali, he became in 1913 the first non-European and the first lyricist to win the Nobel Prize in Literature. Tagore's poetic songs were viewed as spiritual and mercurial; however, his "elegant prose and magical poetry" remain largely unknown outside Bengal. He was a fellow of the Royal Asiatic Society. Referred to as "the Bard of Bengal", Tagore was known by sobriquets: Gurudeb, Kobiguru, Biswokobi.
Answer: Rabindranath Tagore was the first non-European and the first lyricist to win the Nobel Prize in Literature.
Question: Identify which instrument is string or percussion: Bedug, Moraharpa
Answer: Bedug is percussion, Moraharpa is string.
Question: I just saw a bug with a red body and with seven black dots on its back. The bug is round and looks like a beetle. What sort of bug might this be?
Answer: This bug is likely to be a ladybug. Ladybugs appear in spring when the weather warms up and can often be found in grass. They like to eat aphids and help to control their populations.
Question: What was the Bismarck battleship?
Evidence: Bismarck was the first of two Bismarck-class battleships built for Nazi Germany's Kriegsmarine. Named after Chancellor Otto von Bismarck, the ship was laid down at the Blohm & Voss shipyard in Hamburg in July 1936 and launched in February 1939. Work was completed in August 1940, when she was commissioned into the German fleet. Bismarck and her sister ship Tirpitz were the largest battleships ever built by Germany, and two of the largest built by any European power.

In the course of the warship's eight-month career, Bismarck conducted only one offensive operation that lasted 8 days in May 1941, codenamed Rheinübung. The ship, along with the heavy cruiser Prinz Eugen, was to break into the Atlantic Ocean and raid Allied shipping from North America to Great Britain. The two ships were detected several times off Scandinavia, and British naval units were deployed to block their route. At the Battle of the Denmark Strait, the battlecruiser HMS Hood initially engaged Prinz Eugen, probably by mistake, while HMS Prince of Wales engaged Bismarck. In the ensuing battle Hood was destroyed by the combined fire of Bismarck and Prinz Eugen, which then damaged Prince of Wales and forced her retreat. Bismarck suffered sufficient damage from three hits by Prince of Wales to force an end to the raiding mission.

The destruction of Hood spurred a relentless pursuit by the Royal Navy involving dozens of warships. Two days later, heading for occupied France to effect repairs, Bismarck was attacked by fifteen Fairey Swordfish torpedo bombers from the aircraft carrier HMS Ark Royal; one scored a hit that rendered the battleship's steering gear inoperable. In her final battle the following morning, the already-crippled Bismarck was engaged by two British battleships and two heavy cruisers, and sustained incapacitating damage and heavy loss of life. The ship was scuttled to prevent her being boarded by the British, and to allow the ship to be abandoned so as to limit further casualties. Most experts agree that the battle damage would have caused her to sink eventually.

The wreck was located in June 1989 by Robert Ballard, and has since been further surveyed by several other expeditions.
Answer: The Bismarck was a battleship built for the German Navy in World War 2.  After one offensive engagement where it helped sink the ship HMS Hood the Bismarck became a priority target of the British Navy and was sunk by German forces after suffering catastrophic damage after only 8 months of service.
Question: What are some ways you can pop a balloon?
Answer: * use a needle
* sit on it
* stomp on it
* stab it with scissors
* bite it
* put it over a flame
* ask someone else to pop it
* let it hit popcorn ceiling
* bonus! if you put a piece of tape on the balloon and put a needle through the part with the tape, the balloon will deflate but not "pop!"
Question: How does the "fire power" help Fargus?
Evidence: Pandemonium 2 is a psychedelic 2.5D game; specifically, it renders characters and environments with polygons and uses a 3D camera to create the appearance of 3-D, while gameplay is actually on a 2-D plane. Players can choose to be either Nikki or Fargus - who each have different specialties - with the option to change for each level. The player characters' abilities have been expanded over those in Pandemonium! with the ability to climb ropes, crawl, and pull themselves up ledges. During the quest, players can earn extra lives by collecting treasure.

Unique powers collected during gameplay may replace, extend or add to previous powers, depending on which character is in play and which power has been obtained. The characters handle the unique powers differently. For instance, collecting the "fire power" allows Nikki to shoot destructive fireballs, while it grants Fargus invincibility and a deadly touch, but requires him to constantly move forward. Machines and equipment are also available throughout the game, although they are tied to certain areas.
Answer: It grants Fargus invincibility and a deadly touch.
Question: Is drinking too much water bad for you?
Answer: According to Mayo Clinic, drinking too much water rarely cause health issues. However, sometimes when people seriously overdrink and their kidneys fail catch up, cells in their body can swell, and the sodium content in blood becomes diluted. These situations can lead to a life threatening condition called hyponatremia.
Question: Can you brainstorm some ideas for blog posts about Kubernetes?
Answer: Here are some ideas of blogs you could write about Kubernetes:

1. Your experience migrating from another container orchestration tool.
2. The operational experience you've had using Kubernetes.
3. How you learned Kubernetes and taught your team Kubernetes.
4. The costs of Kubernetes clusters between cloud providers.
Question: What is engineering culture?
Answer: Engineering culture often refers to common beliefs and behaviors of engineers within a company. A strong engineering culture allows engineers to work more effectively together.

Different engineers often have different understanding or beliefs on the same topic, such as whether a PRD is needed for a design doc, or whether an engineer should write tests for their work. Without a strong engineering culture, engineers often waste timing debating on nuances, which can significantly hurt business productivity and create poor customer experience.

Large technology companies often have strong and unique engineering culture. For example: Apple favors design and quality; Amazon favors customer experience; Facebook favors success metrics; Google favors engineering excellence; Microsoft favors business success. Each engineering culture has its pros and cons. In general, having an engineering culture is better than not having one. A good leadership should intentionally foster a strong engineering culture in their company.
Question: Is there an answer to the universe?
Answer: According to the novel Hitchhikers Guide to the Galaxy, the answer to life, the universe and everything is 42.
Question: What algorithm is used for training models?
Evidence: Our systems are attentional encoder-decoder networks BIBREF0 . We base our implementation on the dl4mt-tutorial, which we enhanced with new features such as ensemble decoding and pervasive dropout.
We use minibatches of size 80, a maximum sentence length of 50, word embeddings of size 500, and hidden layers of size 1024. We clip the gradient norm to 1.0 BIBREF4 . We train the models with Adadelta BIBREF5 , reshuffling the training corpus between epochs. We validate the model every 10000 minibatches via Bleu on a validation set (newstest2013, newstest2014, or half of newsdev2016 for EN INLINEFORM0 RO). We perform early stopping for single models, and use the 4 last saved models (with models saved every 30000 minibatches) for the ensemble results. Note that ensemble scores are the result of a single training run. Due to resource limitations, we did not train ensemble components independently, which could result in more diverse models and better ensembles.
Decoding is performed with beam search with a beam size of 12. For some language pairs, we used the AmuNMT C++ decoder as a more efficient alternative to the theano implementation of the dl4mt tutorial.
We train the models with Adadelta (Zeiler, 2012), reshuffling the training corpus between epochs.
Answer: Adadelta (Zeiler, 2012).
Question: Which houseplants are the most popular?
Answer: Houseplants provide greenery, texture, and interesting focal points in homes. All houseplants require some level of sunlight, water, and humidity to thrive. Many houseplant varieties rise in popularity due to social media trends as well as regional availability. Common household plants include varieties of philodendron, pothos, monstera deliciosa, fiddle leaf fig, and snake plants.
Question: What are the words of House Martell?
Answer: "Unbowed, Unbent, Unbroken"
Question: Identify which car manufacturer is British or American: Aston Martin, Cadillac
Answer: Aston Martin is British, Cadillac is American
Question: Who are the best golfers of all time?
Answer: Golf is a sport that has been around for hundreds of years.  In modern golf (1900 - Present) there have been a few really great players.  In the early half of the 20th century, Bobby Jones from Atlanta, GA was probably the best in the world.  Then Ben Hogan from Texas came along and was another great player.  From there, Jack Nicklaus and Tiger Woods are likely the best since.  Winning major championships is really what defines greatness in golf. Major championships include: The Masters, The US Open, The British Open and the PGA Championship.  Jack Nicklaus holds the record for most majors won.
Question: Write a brief passage arguing why beach volleyball is better than indoor volleyball.
Answer: Beach volleyball is arguably better than indoor volleyball because you are usually outside by a body of water. Research in the field of positive psychology has shown that simply being in/around nature can improve one's sense of well-being. Being able to exercise while feeling the sun on your back, hearing the birds chirp, and seeing people play around in the sand is a totally different experience than being stuck inside a dark building. Additionally, playing volleyball in the sand is way more difficult and a harder workout than playing on a court. In order to jump the same height or run after a shanked ball, you have to exert more energy. Since exercise is known to release endorphins, one could argue that more endorphins are released when playing beach volleyball over indoor. Overall, beach volleyball is more fun and a better workout than indoor volleyball.
Question: What is a derivative in finance?
Answer: In finance, a derivative is a contract that derives its value from the performance of an underlying entity. This underlying entity can be an asset, index, or interest rate, and is often simply called the "underlying". Derivatives can be used for a number of purposes, including insuring against price movements (hedging), increasing exposure to price movements for speculation, or getting access to otherwise hard-to-trade assets or markets.

Some of the more common derivatives include forwards, futures, options, swaps, and variations of these such as synthetic collateralized debt obligations and credit default swaps. Most derivatives are traded over-the-counter (off-exchange) or on an exchange such as the Chicago Mercantile Exchange, while most insurance contracts have developed into a separate industry. In the United States, after the financial crisis of 2007–2009, there has been increased pressure to move derivatives to trade on exchanges.

Derivatives are one of the three main categories of financial instruments, the other two being equity (i.e., stocks or shares) and debt (i.e., bonds and mortgages).
Question: What are some examples of different types of beer?
Answer: Blonde, Pilsner, Ale, Lager, Pale Ale, India Pale Ale, Double India Pale Ale, Wheat, White, Hefeweizen, Sour
Question: Explain Storage Credential and External locations used in conjunction with Unity Catalog to a five year old.
Answer: Sure, Unity Catalog is a service, just like any other service we use in our daily lives, such as going to a car wash station to get our car washed. Similarly, Unity Catalog provides a service that helps protect data assets and gives the owner of those assets the power to decide who they want to provide access to see these assets.
Storage Credential is like a safe with a unique key. If anyone wants to borrow something from the safe, they have to provide that key to open the safe. Generally, safe owners don't want this key to be given to everyone, so they create external locations specific to everyone's needs. Storage credential owners can create multiple safes and distribute their keys instead. So, in summary, Storage Credential and External Locations work together to unlock a secret.
Question: Who are some of the main characters in the show "South Park"?
Answer: Some of the main characters in the show "South Park" are Cartman, Kenny, Kyle, and Stan.