DataHammer/scimrc huggingface dataset:
Question: What is Holi?
Evidence: Holi ( /ˈhoʊliː/) is a popular and significant Hindu festival celebrated as the Festival of Colours, Love and Spring. It celebrates the eternal and divine love of the god Radha and Krishna. Additionally, the day also signifies the triumph of good over evil, as it commemorates the victory of Vishnu as Narasimha Narayana over Hiranyakashipu.Holi is originated and is predominantly celebrated in the Indian subcontinent but has also spread to other regions of Asia and parts of the Western world through the Indian diaspora.

Holi also celebrates the arrival of Spring in India, the end of winter, and the blossoming of love. It is also an invocation for a good spring harvest season. It lasts for a night and a day, starting on the evening of the Purnima (Full Moon Day) falling in the Hindu calendar month of Phalguna, which falls around the middle of March in the Gregorian calendar.
Answer: Holi is an Indian festival to celebrate the start of Spring. Its celebrated by people putting bright colors on each other [powdered color]. Celebrations include praying, food, colors and dancing. The specific day changes based on the calendar every year. It is celebrated by Indian Diaspora across the world.
Question: Provide a dot point list of six different games I can play with a pack of cards.
Answer: Here are six games that you could play with a standard deck of playing cards:
- Poker
- Bridge
- Snap
- Blackjack
- Hearts
- Canasta
Question: Tell me all the different ways I could eat an orange.
Answer: You could slice it in circles. You could cut it into cubes and add it to a fruit salad. You could juice it. You could rip it apart with your hands and eat with your teeth while showering. You could peel it first and eat segment by segment.
Question: Classify the countries based on the hemisphere they are located.
New Zealand, Tonga, Palau, Hungary, India, Japan, Latvia
Answer: Southern hemisphere - New Zealand, Tonga, Palau
Northern hemisphere - Hungary, India, Japan, Latvia
Question: Why do we love social media so much?
Answer: Social media allows us to connect with other like-minded individuals more easily, and at a faster pace, than ever before. It also helps us find new interests while realizing that we might not be alone in our love of some particular topic or hobby.
Question: How to make Indian Lemonade?
Evidence: In India and Pakistan, where it is commonly known as nimbu paani, and in Bangladesh, lemonades may also contain salt and/or ginger juice. Shikanjvi is a traditional lemonade from this region, and can also be flavored with saffron, cumin and other spices.
Answer: Lemonade is typically made with sugar, lemons and water. The Indian version, commonly known as nimbu paani, is made a bit differently.

Ingredients
- 1 lime's juice
- 2 teaspoons granulated sugar
- 1 teaspoons black salt 
- 1 teaspoon cumin powder (optional) 
- Ice (optional and as needed)
- 1 cup water or sparking water or soda water

Mix ingredient together and stir for 10-15 seconds in a glass

Some tips
- If you don't have granulated sugar, you can use simple syrup
- You may add some crushed mint leaves
Question: What is the size of the dataset?
Evidence: We work with a dataset composed of 3,206 news articles, each labeled real or fake, with a perfect 50/50 split between 1,603 real and fake articles, respectively. Fake articles were sourced from online sites that were tagged as fake news sites by the non-profit independent media fact-checking organization Verafiles and the National Union of Journalists in the Philippines (NUJP). Real articles were sourced from mainstream news websites in the Philippines, including Pilipino Star Ngayon, Abante, and Bandera.
We work with a dataset composed of 3,206 news articles, each labeled real or fake, with a perfect 50/50 split between 1,603 real and fake articles, respectively.
Answer: The answers are shown as follows:
* 3,206
Question: Does transfer learning affect specificity-sensitivity?
Evidence: This study proposed the use of a transfer learning strategy based on fine-tuning to classify PD from speech in three different languages: Spanish, German, and Czech. The transfer learning among languages aimed to improve the accuracy when the models are initialized with utterances from a different language than the one used for the test set. Mel-scale spectrograms extracted from the transitions between voiced and unvoiced segments are used to train a CNN for each language. Then, the trained models are used to fine-tune a model to classify utterances in the remaining two languages.
The results indicate that the transfer learning among languages improved the accuracy of the models in up to 8% when a base model trained with Spanish utterances is used to fine-tune a model to classify PD German utterances. The results obtained after the transfer learning are also more balanced in terms of specificity-sensitivity and have a lower variance. In addition, the transfer learning among languages scheme was accurate to improve the accuracy in the target language only when the base model was robust enough. This was observed when the model trained with Spanish utterances was used to initialize the models for German and Czech languages.
Further experiments will include the development of more robust base models using hyper-parameter optimization strategies like those based on Bayesian optimization. In addition, the base models will be trained considering two of the languages instead of only one of them. The trained models will also be evaluated to classify the speech of PD patients in several stages of the disease based on the MDS-UPDRS-III score, or based on their dysarthria severity BIBREF20. Further experiments will also include transfer learning among diseases, for instance training a base model with utterances to classify PD, and use such a model to initialize another one to classify other neurological diseases such as Hungtinton's disease.
The results obtained after the transfer learning are also more balanced in terms of specificity-sensitivity and have a lower variance. In addition, the transfer learning among languages scheme was accurate to improve the accuracy in the target language only when the base model was robust enough.
Answer: Yes, it is more balanced.
Question: Classify each of the following as either a home audio device, a piece of furniture, or neither. 

Record player, subwoofer, coffee table, computer monitor, foam roller, speaker.
Answer: The record player, subwoofer, and speaker are all home audio devices. A coffee table is a piece of furniture. The computer monitor and foam roller are neither a home audio device nor pieces of furniture.
Question: Give me a bulleted list of the cutest animals.
Answer: Panda, koala, guinea pig.
Question: Are there any improvements undone yet due to certain kind of limitations？
Evidence: Presenting pronunciation data in several languages to the network might create problems because different languages have different pronunciation patterns. For example, the string `real' is pronounced differently in English, German, Spanish, and Portuguese. We solve this problem by prepending each grapheme sequence with an artificial token consisting of the language's ISO 639-3 code enclosed in angle brackets. The English word `real', for example, would be presented to the system as
 INLINEFORM0 eng INLINEFORM1 r e a l
The artificial token is treated simply as an element of the grapheme sequence. This is similar to the approach taken by johnson2016google in their zero-shot NMT system. However, their source-side artificial tokens identify the target language, whereas ours identify the source language. An alternative approach, used by ostling2017continuous, would be to concatenate a language embedding to the input at each time step. They do not evaluate their approach on grapheme-to-phoneme conversion.
Developing a more sophisticated procedure for cleaning pronunciation data is a direction for future work, but in this paper we use the corpus's provided cleaned transcriptions in order to ease comparison to previous results.
Answer: Yes. Developing a more sophisticated procedure for cleaning pronunciation data may help.
Question: Which of these are most likely to be found in a hotel room: lamp, bed, gerbil, coffee pot, dishwasher, ancient relic?
Answer: A lamp, bed, and coffee pot are most likely to be found in a hotel room. A gerbil, dishwasher, and ancient relic are unlikely to be found in a hotel room.
Question: Why do humans like to drink water?
Answer: Drinking water satisfies thirst.  Humans need to consume water to stay hydrated.  If someone exercises, they may need to consume more water than the average person.  In general, someone should aim to drink at least 8 glasses of water per day.  This amount, plus any water consumed via fruits and vegetables should be enough to sustain a healthy lifestyle.
Question: what is the sunniest state in the US?
Answer: Arizona has always been known for its dry, arid climate. With an annual sunlight average of 5,755 kJ/m², it tops the sunniest states in the US.
Question: Why is salt important in cooking?
Answer: Salt is a key seasoning in cooking. When added to food or even drinks, salt enhances the flavors of other ingredients and helps amplify subtle flavors that may otherwise be lost. While on its own salt may be overwhelming or one-note, a moderate amount of salt added to a dish will help bring out the flavors of other ingredients in a dish. Cooks have a choice of a variety of types of salt. Common table salt is typically fine crystals, while the popular kosher salt tends to have larger, flatter flake like shapes which make it easier to pinch, pick up, and sprinkle onto food. Regardless of the type of salt, common table salt is chemically sodium chloride, or NaCl.
Question: What was the derogatory term "toasters" used for in the 2003 series Battlestar Galactica?
Answer: "Toasters" referred to the Cylons
Question: What do the authors present in this paper?
Evidence: In this paper, we describe our approach and present the results for our participation in the task 1, i.e. multilingual information extraction, of the CLEF eHealth 2018 challenge BIBREF0 . More precisely, this task consists in automatically coding death certificates using the International Classification of Diseases, 10th revision (ICD-10) BIBREF1 .
We addressed the challenge by matching ICD-10 terminology entries to text phrases in death certificates. Matching text phrases to medical concepts automatically is important to facilitate tasks such as search, classification or organization of biomedical textual contents BIBREF2 . Many concept recognition systems already exist BIBREF2 , BIBREF3 . They use different approaches and some of them are open source. We developed a general purpose biomedical semantic annotation tool for our own needs. The algorithm was initially implemented to detect drugs in a social media corpora as part of the Drugs-Safe project BIBREF4 . We adapted the algorithm for the ICD-10 coding task. The main motivation in participating in the challenge was to evaluate and compare our system with others on a shared task.
In this paper, we describe our approach and present the results for our participation in the task 1, i.e. multilingual information extraction, of the CLEF eHealth 2018 challenge.
Answer: The authors present the results for the participation in the task 1, i.e. multilingual information extraction, of the CLEF eHealth 2018 challenge.
Question: Why do you love to work hard
Answer: It will keep you stay focus, make you productive and lead you to success
Question: Who are some students at Hogwarts in Slytherin house that were in the same year as Harry Potter?
Answer: Hogwarts is the fictitious school in the Harry Potter book series. The books mentions several students in Harry Potter's year from the Slytherin house, such as Draco Malfoy, Vincent Crabbe, Gregory Goyle, Pansy Parkinson, and Blaise Zabini.
Question: What is a difference between baseball and cricket?
Answer: Baseball and cricket may both be considered bat-and-ball sports, but in actuality, they differ significantly across various dimensions.

Playing Field: Baseball field is diamond-shaped, while a cricket field is oval-shaped. The cricket field is also larger than the Baseball field.

Number of players: In baseball, each team has nine players on the field, while in cricket, there are eleven players on each team.

Equipment: Baseball players use a round bat, while cricket players use a flat bat with a long handle. A cricket ball is also smaller (22.4 -22.9 cm circumference) than a baseball (22.9 - 23.5 cm circumference)

Scoring: In baseball, a team makes a run whenever one of their players completes a full circuit of the bases, while in cricket, a team gets runs by hitting the ball and then running back and forth between two sets of wickets.
Question: How can the climate be warming if I keep getting blizzards in my town?
Answer: The most important concept around climate change is that "weather", such as snowstorms and blizzards, is different then "climate". With climate change, the extremes are what fluctuate most: the colds are colder, and the hots are hotter. This sounds like your experience with blizzards and snowstorms. You may actually be experiencing more extreme cold weather as the planet warms due to greenhouse gases because of how the jet-stream is changing and warmer ocean temperatures put more water vapor into the atmosphere. Although it may seem that the weather is still cold at a local level, nearly every scientist agrees that climate change is causing more dramatic and extreme weather all around the world.
Question: What is C?
Answer: C is a general-purpose computer programming language. It was created in the 1970s by Dennis Ritchie, and remains very widely used and influential. By design, C's features cleanly reflect the capabilities of the targeted CPUs. It has found lasting use in operating systems, device drivers, protocol stacks, though decreasingly for application software. C is commonly used on computer architectures that range from the largest supercomputers to the smallest microcontrollers and embedded systems.
Question: When was Lee Kuan Yew born and when did he rule as the Prime Minister of Singapore?
Evidence: Lee Kuan Yew (16 September 1923 – 23 March 2015), born Harry Lee Kuan Yew, often referred to by his initials LKY, was a Singaporean lawyer, politician and statesman who served as the inaugural Prime Minister of Singapore between 1959 and 1990, and Secretary-General of the People's Action Party between 1954 and 1992. He was the Member of Parliament (MP) for the constituency of Tanjong Pagar from 1955 until his death in 2015. Lee is widely recognised as the founding father of Singapore.
Answer: Lee Kuan Yew was born on 16 September 1923 and he served as the inaugural Prime Minister of Singapore from 1959 to 1990.
Question: Identify which instrument is string or percussion: Kirikoketa, Ichigenkin
Answer: Ichigenkin is string, Kirikoketa is percussion.
Question: What is a small-world network?
Evidence: A small-world network is a mathematical graph in which most nodes are not neighbors of one another, but the neighbors of any given node are likely to be neighbors of each other. Due to this, most neighboring nodes can be reached from every other node by a small number of hops or steps. Specifically, a small-world network is defined to be a network where the typical distance L between two randomly chosen nodes (the number of steps required) grows proportionally to the logarithm of the number of nodes N in the network.
Answer: A small-world network is a mathematical graph in which most nodes are not neighbors of one another, but the neighbors of any given node are likely to be neighbors of each other.
Question: Give me a bulleted list of the three most recent prime ministers of India
Answer: 1. Narendra Modi: Current prime minister of India since 2014
2. Manmohan Singh: Former prime minister that chaired the prestigious position from 2004 till 2014.
3. Atal Bihari Vajpayee: From 1998 to 2004, he was the prime minister of India.
Question: What kind of immigration system is the best
Answer: The best immigration system is a skills based system. One which does not have a fixed quota of immigrant allowance per year. The quota should vary based on the job market for skills in which the country is facing shortage. Students who come in to study in the country can be given preference but again dependent on the requirements of the job market. Immediate family immigration should be allowed. All processing should be done in a timely manner. Once the labor market is saturated make it extremely difficult to work in an undocumented status. Give options for undocumented immigrants to become legal based on their ties to the country and good conduct. Once people know that they have options to immigrate legally in both high and low skilled jobs, new illegal crossings will reduce.
Question: What are three things I can do to be better at tennis?
Answer: While each player's skills, fitness, and experience will dictate what will give them the most improvement, here are three things that most tennis players can benefit from. First, move your feet and create space between you and the ball. Most power and consistency comes from the legs! Second, prepare early for your shots. Early, and proper, take back for the racket will reduce the amount of moving parts when you hit the ball. Third, don't forget to play some tennis. Practice makes perfect.
Question: Why is Bangalore the best place to live in?
Answer: Bangalore is a favourable location to everyone mainly due to its pleasant weather. The diversity in culture, religion and language makes it very hospitable. Residents of Bangalore treats everyone with warm welcome and gives their best effort to make everyone feel comfortable here. 

Bangalore being the IT hub of India hosts a lot of Companies giving wide variety of job opportunities for people from different backgrounds varying from Logistics to IT. From traditionally hosting Kadlekai Parshe, Bangalore Karga to having the best modern lifestyle of Cafe's, Pubs and Nightlife there is everything in Bangalore. 

There are also lots of tourist destinations in and around Bangalore. Places like heritage City Mysore, Coorg, Chikmagalur and Bandipur are quick drives from Bangalore. One can visit Nandi hills to view the best Sunrise.

When it comes to the food, Bangalore provides food of all Cuisines. Bisibele Bath, Masala Dose, Avarebele Dose and many more dishes are famous to Bangalore. Bangalore has almost all food varieties the entire world has.
Question: Can I PLEASE get a dog?
Answer: Hi! After being a tenant for nearly 7 years, I've decided I'd like to get a dog. I know we had talked in the past that I would first need to have a proven track record of taking care of the property before you would consider a dog, and I've shown that after this time. I would love to get a small dog. The companionship of a pet would be wonderful, and with it being small, there is much less concern for damage to the property. I'm also happy to sign something that says I will be responsible should any damage occur, although I am confident I can keep that from happening. Please consider this request and let me know at your earliest convenience. Thank you!
Question: What are the 7 science classifications?
Answer: Classification, or taxonomy, is a system of categorizing living things. There are seven divisions in the system: (1) Kingdom; (2) Phylum or Division; (3) Class; (4) Order; (5) Family; (6) Genus; (7) Species.
Question: Is it better to rebuild or remodel a house?
Answer: The answer to this question depends on several factors, including your budget, the nature and extent of the updates that you would make to the original house, the costs of building materials and services, and any zoning requirements or local codes and regulations that may apply to your project. You should start by first determining your budget and any timelines you are working against. Next, determine the updates that you would need or want to make, including must-haves and nice to haves in your list. Next, consider working with an architect to help draw up plans that align to your goals and engage a residential engineer to help determine what updates can be made within the existing house structure and what updates may require substantial modifications or may not be made under the structure. At this point, you may be able to determine whether or not it makes sense to rebuild or remodel, however, to get a final sense of the costs and scope of the project, you should request bids from contracts on your plans and ask that they provide estimated costs and timelines as well as recommendations on how to approach the project. Compare these costs and recommendations against the anticipated costs of leveling and rebuilding the house from scratch, which may also require input from the architect and/or contractor to help determine. Once you have gathered all of this information, balance your desires, including must-haves and nice-to-haves, against your budget and timelines to help make your decision.
Question: What datasets do they use when experimenting?
Evidence: Recently, neural networks based on multi-task learning have achieved promising performance on fake news detection, which focus on learning shared features among tasks as complementary features to serve different tasks. However, in most of the existing approaches, the shared features are completely assigned to different tasks without selection, which may lead to some useless and even adverse features integrated into specific tasks. In this paper, we design a sifted multi-task learning method with a selected sharing layer for fake news detection. The selected sharing layer adopts gate mechanism and attention mechanism to filter and select shared feature flows between tasks. Experiments on two public and widely used competition datasets, i.e. RumourEval and PHEME, demonstrate that our proposed method achieves the state-of-the-art performance and boosts the F1-score by more than 0.87%, 1.31%, respectively.
Experiments on two public and widely used competition datasets, i.e. RumourEval and PHEME, demonstrate that our proposed method achieves the state-of-the-art performance and boosts the F1-score by more than 0.87%, 1.31%, respectively.
Answer: RumourEval and PHEME.
Question: What are Singapore's official languages?
Evidence: Singapore (/ˈsɪŋ(ɡ)əpɔːr/ (listen)), officially the Republic of Singapore, is an island country and city-state in maritime Southeast Asia. It lies about one degree of latitude (137 kilometres or 85 miles) north of the equator, off the southern tip of the Malay Peninsula, bordering the Strait of Malacca to the west, the Singapore Strait to the south, the South China Sea to the east, and the Straits of Johor to the north. The country's territory is composed of one main island, 63 satellite islands and islets, and one outlying islet; the combined area of these has increased by 25% since the country's independence as a result of extensive land reclamation projects. It has the third highest population density in the world. With a multicultural population and recognising the need to respect cultural identities of the major ethnic groups within the nation, Singapore has four official languages: English, Malay, Mandarin, and Tamil. English is the lingua franca and numerous public services are available only in English. Multi-racialism is enshrined in the constitution and continues to shape national policies in education, housing, and politics.
Answer: The four official languages of Singapore are English, Malay, Mandarin and Tamil.
Question: What are five capital cities in Asia?
Answer: Five capital cities in Asia are Bangkok, Jakarta, Seoul, Manila, and Hanoi.