DataHammer/scimrc huggingface dataset:
Question: Why is Boston a great city?
Answer: Boston is a very historical city in the context of the development and history of the United State.  Boston is the capital and largest city of the Commonwealth of Massachusetts and the cultural and financial center of the New England region of the Northeastern United States. The city boundaries encompass an area of about 48.4 sq mi (125 km2) and a population of 675,647 as of 2020. The city is the economic and cultural anchor of a substantially larger metropolitan area known as Greater Boston, a metropolitan statistical area (MSA) home to a census-estimated 4.8 million people in 2016 and ranking as the tenth-largest MSA in the country. 

Boston is one of the oldest municipalities in America, founded on the Shawmut Peninsula in 1630 by Puritan settlers from the English town of the same name. It was the scene of several key events of the American Revolution and the nation's founding, such as the Boston Massacre, the Boston Tea Party, the Battle of Bunker Hill, and the siege of Boston. Upon American independence from Great Britain, the city continued to be an important port and manufacturing hub as well as a center for education and culture. The city has expanded beyond the original peninsula through land reclamation and municipal annexation. Its rich history attracts many tourists, with Faneuil Hall alone drawing more than 20 million visitors per year. Boston's many firsts include the United States' first public park (Boston Common, 1634), first public or state school (Boston Latin School, 1635) first subway system (Tremont Street subway, 1897), and first large public library (Boston Public Library, 1848).

Today, Boston is a center of scientific research; the area's many colleges and universities, notably Harvard and MIT, make it a world leader in higher education, including law, medicine, engineering and business, and the city is considered to be a global pioneer in innovation and entrepreneurship, with nearly 5,000 startups. Boston's economic base also includes finance, professional and business services, biotechnology, information technology, and government activities. Households in the city claim the highest average rate of philanthropy in the United States. Boston businesses and institutions rank among the top in the country for environmental sustainability and new investment.

Boston is a great city because it offers a lot of fun activities for all sorts of visitors; from families to adult getaways.  Boston is a terrific walking city and historic Cambridge is just across the river.  Boston has terrific historic sports teams; Red Sox professional base ball team play in historic Fenway Park, the Boston Celtics basket ball team and Boston Bruins, the professional hockey team plat in TD Garden.
Question: Given the reference text about Bodo Tümmler, who was he?
Evidence: Tümmler was born in Thorn, West-Prussia, now Toruń, Poland. He entered the 1968 Olympics as the reigning European Champion. The 1500 m final was run at a fast pace and at the start of the last lap the eventual Olympic Champion Kipchoge Keino had already established a substantial lead. Tümmler and his countryman Harald Norpoth were in second and third place but were outsprinted by the world-record holder Jim Ryun on the last lap.
Answer: Bodo Tümmler is a middle-distance runner who was born in Thorn, West-Prussia (now Poland).
Question: Could I beat a wolf in a fight?
Answer: Probably not. Wolves can be 6 feet long and weigh over 150 pounds. A pack of wolves 
can take down a full-grown moose. Fortunately, wolves typically do not show aggression toward people.
Question: Given this paragraph about ferrets, do they spend the majority of the time sleeping in a 24 hour day?
Evidence: Ferrets spend 14–18 hours a day asleep and are most active around the hours of dawn and dusk, meaning they are crepuscular. If they are caged, they should be taken out daily to exercise and satisfy their curiosity; they need at least an hour and a place to play. Unlike their polecat ancestors, which are solitary animals, most ferrets will live happily in social groups. They are territorial, like to burrow, and prefer to sleep in an enclosed area.
Answer: Yes, ferrets sleep 14 to 18 hours per day.
Question: Let's make a targeted list of banks located in New York City
Answer: - Chase
- Citi 
- BNY Mellon
- Goldman Sachs
Question: Where was the 11th BRICS held?
Answer: Brasila, the capital of Brazil
Question: What is ICD-9 in medical terminology?
Answer: ICD-9 stands for International Classification of Diseases, 9th revision.  The popular version that is in use is ICD-9-CM.  ICD-9 is a set of codes used to communicate the diagnosis of a patient made by the doctor or a procedure ordered by a doctor.  The standard terminology is followed across the industry so that different players or parts, like the hospitals, labs, payers, providers, all talk the common knowledge and have a common definition of what a particular diagnosis means.
Question: Compare with plain LSTM- and BiLSTM-based models, how do the authors' models perform?
Evidence: We evaluate our method on natural language inference (NLI), paraphrase identification (PI), and sentiment classification. We also conduct analysis on gate values and experiments on model variants. For detailed experimental settings, we refer readers to the supplemental material.
For the NLI and PI tasks, there exists recent work specializing in sentence pair classification. However in this work we confine our model to the architecture that encodes each sentence using a shared encoder without any inter-sentence interaction, in order to focus on the effectiveness of the models in extracting semantics. But note that the applicability of CAS-LSTM is not limited to sentence encoding based approaches.
Our models clearly outperform plain LSTM- and BiLSTM-based models, and are competitive to other state-of-the-art models, without utilizing parse tree information.
Answer: Their models clearly outperform plain LSTM- and BiLSTM-based models, and are competitive to other state-of-the-art models, without utilizing parse tree information.
Question: Identify which car manufacturer is British or American: Land Rover, Jeep
Answer: Jeep is American, Land Rover is British
Question: Make arguments for and against Majora's Mask being a better game than Ocarina of Time.
Answer: Majora's Mask is one of the most atmospheric games in the entire Legend of Zelda franchise, covering themes of grief, loss, denial and the limits of heroism. The re-use of its predecessor's sprites in different contexts adds to the sense of unease and uncertainty. Clocktown, with all its subplots throughout the 3-day cycle, feels considerably more alive than Ocarina's Hyrule Town. On the other hand, Ocarina of Time has more dungeons, focuses more on the classic characters of Zelda & Ganondorf and presented the template for 3D Zelda adventures. Although its story is much more standard, Ocarina of Time does cover mature themes such as lost childhood.
Question: What tool do they use to segment audios?
Evidence: The organizer provides a speech translation corpus extracting from the TED talk (ST-TED), which consists of raw English wave files, English transcriptions, and aligned German translations. The corpus contains 272 hours of English speech with 171k segments. We split 2k segments from the corpus as dev set and tst2010, tst2013, tst2014, tst2015 are used as test sets.
Speech recognition data: Aside from ST-TED, TED-LIUM2 corpus BIBREF13 is provided as speech recognition data, which contains 207 hours of English speech and 93k transcript sentences.
Text translation data: We use transcription and translation pairs in the ST-TED corpus and WIT3 as in-domain MT data, which contains 130k and 200k sentence pairs respectively. WMT2018 is used as out-of-domain training data which consists of 41M sentence pairs.
Data preprocessing: For speech data, the utterances are segmented into multiple frames with a 25 ms window size and a 10 ms step size. Then we extract 80-channel log-Mel filter bank and 3-dimensional pitch features using Kaldi BIBREF14, resulting in 83-dimensional input features. We normalize them by the mean and the standard deviation on the whole training set. The utterances with more than 3000 frames are discarded. The transcripts in ST-TED are in true-case with punctuation while in TED-LIUM2, transcripts are in lower-case and unpunctuated. Thus, we lowercase all the sentences and remove the punctuation to keep consistent. To increase the amount of training data, we perform speed perturbation on the raw signals with speed factors 0.9 and 1.1. For the text translation data, sentences longer than 80 words or shorter than 10 words are removed. Besides, we discard pairs whose length ratio between source and target sentence is smaller than 0.5 or larger than 2.0. Word tokenization is performed using the Moses scripts and both English and German words are in lower-case.
We use two different sets of vocabulary for our experiments. For the subword experiments, both English and German vocabularies are generated using sentencepiece BIBREF15 with a fixed size of 5k tokens. BIBREF9 inaguma2018speech show that increasing the vocabulary size is not helpful for ST task. For the character experiments, both English and German sentences are represented in the character level.
For evaluation, we segment each audio with the LIUM SpkDiarization tool BIBREF16 and then perform MWER segmentation with RWTH toolkit BIBREF17. We use lowercase BLEU as evaluation metric.
Since there are no human annotated alignments provided in ST-TED test sets, we segment each audio with the LIUM SpkDiarization tool (Meignier and Merlin 2010) and then perform MWER segmentation with RWTH toolkit (Bender et al. 2004). Case-insensitive BLEU is used as evaluation metric.
Answer: The LIUM SpkDiarization tool.
Question: From the passage provided, extract the power consumption of a GeForce RTX 2080 Ti Founder's Edition.
Evidence: As the processing power of graphics cards increased, so did their demand for electrical power. Current high-performance graphics cards tend to consume large amounts of power. For example, the thermal design power (TDP) for the GeForce Titan RTX is 280 watts. When tested with video games, the GeForce RTX 2080 Ti Founder's Edition averaged 300 watts of power consumption. While CPU and power supply manufacturers have recently aimed toward higher efficiency, power demands of graphics cards continued to rise, with the largest power consumption of any individual part in a computer. Although power supplies have also increased their power output, the bottleneck occurs in the PCI-Express connection, which is limited to supplying 75 watts.
Answer: A GeForce RTX 2080 Ti Founder's Edition averaged 300 watts of power consumption.
Question: From the passage provided, extract the length of cricket pitch
Evidence: Cricket is a bat-and-ball game played on a cricket field (see image, right) between two teams of eleven players each. The field is usually circular or oval in shape and the edge of the playing area is marked by a boundary, which may be a fence, part of the stands, a rope, a painted line or a combination of these; the boundary must if possible be marked along its entire length.

In the approximate centre of the field is a rectangular pitch (see image, below) on which a wooden target called a wicket is sited at each end; the wickets are placed 22 yards (20 m) apart. The pitch is a flat surface 10 feet (3.0 m) wide, with very short grass that tends to be worn away as the game progresses (cricket can also be played on artificial surfaces, notably matting). Each wicket is made of three wooden stumps topped by two bails
Answer: Length of cricket pitch is 22 yards
Question: What are a list of items I should have on my grocery shopping list every week
Answer: Plant-based milk, oatmeal, strawberries, blueberries, bananas, avocado, pineapple, kale, tofu, chickpeas, rice, sweet potatoes, bread, onion, lemons, bell peppers, mushrooms, pretzels, carrots, limes, garlic, spinach, crackers, hummus, grapes, tomatoes, salsa, tempeh, cabbage, rosemary, basil, cucumber
Question: What is the largest city on the Mississippi River?
Evidence: Memphis is the fifth-most populous city in the Southeast, the nation's 28th-largest overall, as well as the largest city bordering the Mississippi River and third largest Metropolitan statistical area behind Saint Louis, MO and the Twin Cities on the Mississippi River. The Memphis metropolitan area includes West Tennessee and the greater Mid-South region, which includes portions of neighboring Arkansas, Mississippi and the Missouri Bootheel. One of the more historic and culturally significant cities of the Southern United States, Memphis has a wide variety of landscapes and distinct neighborhoods.
Answer: Saint Louis, Missouri is the largest city on the Mississippi River. Twin Cities is the second largest city on the Mississippi River and Memphis is the third largest city on the Mississippi River.
Question: Extract the teams that Ayrton Senna raced during his Formula One career. Separate them with a comma.
Evidence: Senna began his motorsport career in karting, moved up to open-wheel racing in 1981 and won the 1983 British Formula Three Championship. He made his Formula One debut with Toleman-Hart in 1984, before moving to Lotus-Renault the following year and winning six Grands Prix over the next three seasons. In 1988, he joined Frenchman Alain Prost at McLaren-Honda. Between them, they won all but one of the 16 Grands Prix that year, and Senna claimed his first World Championship. Prost claimed the championship in 1989, and Senna his second and third championships in 1990 and 1991. In 1992, the Williams-Renault combination began to dominate Formula One. Senna nonetheless managed to finish the 1993 season as runner-up, winning five races and negotiating a move to Williams in 1994.
Answer: Toleman-Hart, Lotus-Renault, McLaren-Honda, Williams
Question: Do easy methods of data augmentation for dealing with class imbalance improve base BERT performance?
Evidence: The challenges of imbalanced classification—in which the proportion of elements in each class for a classification task significantly differ—and of the ability to generalise on dissimilar data have remained important problems in Natural Language Processing (NLP) and Machine Learning in general. Popular NLP tasks including sentiment analysis, propaganda detection, and event extraction from social media are all examples of imbalanced classification problems. In each case the number of elements in one of the classes (e.g. negative sentiment, propagandistic content, or specific events discussed on social media, respectively) is significantly lower than the number of elements in the other classes.
The recently introduced BERT language model for transfer learning BIBREF0 uses a deep bidirectional transformer architecture to produce pre-trained context-dependent embeddings. It has proven to be powerful in solving many NLP tasks and, as we find, also appears to handle imbalanced classification well, thus removing the need to use standard methods of data augmentation to mitigate this problem (see Section SECREF11 for related work and Section SECREF16 for analysis).
BERT is credited with the ability to adapt to many tasks and data with very little training BIBREF0. However, we show that BERT fails to perform well when the training and test data are significantly dissimilar, as is the case with several tasks that deal with social and news data. In these cases, the training data is necessarily a subset of past data, while the model is likely to be used on future data which deals with different topics. This work addresses this problem by incorporating cost-sensitivity (Section SECREF19) into BERT.
We test these methods by participating in the Shared Task on Fine-Grained Propaganda Detection for the 2nd Workshop on NLP for Internet Freedom, for which we achieve the second rank on sentence-level classification of propaganda, confirming the importance of cost-sensitivity when the training and test sets are dissimilar.
We show that common (‘easy’) methods of data augmentation for dealing with class imbalance do not improve base BERT performance
Answer: No.
Question: What are easy desserts I can make at home?
Answer: Some simple desserts to make from scratch are chocolate chip cookies, oatmeal raisin cookies, and sugar cookies. Banana pudding is easy to make and requires only a few ingredients. Additionally, some recipes for peanut butter cookies require only three ingredients.
Question: Given a reference text about Being There, tell me when the book was published and when a film about the book was created.
Evidence: Being There is a satirical novel by the Polish-born writer Jerzy Kosinski, published April 21, 1971. Set in America, the story concerns Chance, a simple gardener who unwittingly becomes a much sought-after political pundit and commentator on the vagaries of the modern world. It has been suggested that Kosinski modeled the character of Chance after a former greenhouse manager named Jerry Jarvis who became the national leader of the transcendental meditation movement during the late 1960s and early 1970s, whom Kosinski had met at the local TM Center in Cambridge, Massachusetts, and who embodied the calm and simple manner of Chauncy Gardiner. The Cambridge TM Center was for years located at the corner of Chauncy and Garden Streets.

A film based on the book was made in 1979; Kosinski co-wrote the film's screenplay with Robert C. Jones.
Answer: Being There was published on April 21, 1971 and a film about the book was made in 1979.
Question: Who is the biggest inspiration in your life?
Answer: This is a tough one. My family has always been super inspiring especially my mom. She worked hard to to get a graduation degree in an era when daughters were barely sent to school. 

She again had to fight the system to send both her daughters to school when everyone else in the family was opposed. She studied the textbooks and helped me with homework and preparing for exams as there wasn't enough money for tuitions that other students would attend. She did all the house chores, side hustles and still found ways to spend quality time with me and my sister. She truly dedicated herself to building the family and is an epitome of never giving up in the face of hardships. She instills these qualities in me inspiring me to multitask and never settle for mediocrity.
Question: List all the competitors in the 1997 Italian Open for Mens Singles
Evidence: Álex Corretja defeated Marcelo Ríos in the final, 7–5, 7–5, 6–3 to win the men's singles tennis title at the 1997 Italian Open.

Thomas Muster was the defending champion, but lost in the second round to Scott Draper.

Seeds
United States Pete Sampras (first round)
United States Michael Chang (first round)
Austria Thomas Muster (second round)
Russia Yevgeny Kafelnikov (third round)
Netherlands Richard Krajicek (second round)
Croatia Goran Ivanišević (semifinals)
Chile Marcelo Ríos (final)
Spain Carlos Moyà (third round)
South Africa Wayne Ferreira (first round)
Spain Álex Corretja (champion)
Spain Álbert Costa (third round)
Germany Boris Becker (third round)
Spain Félix Mantilla (first round)
United Kingdom Tim Henman (second round)
Switzerland Marc Rosset (third round)
Australia Mark Philippoussis (first round)
Answer: Pete Sampras (first round)
Michael Chang (first round)
Thomas Muster (second round)
Yevgeny Kafelnikov (third round)
Richard Krajicek (second round)
Goran Ivanišević (semifinals)
Marcelo Ríos (final)
Carlos Moyà (third round)
Wayne Ferreira (first round)
Álex Corretja (champion)
Álbert Costa (third round)
Boris Becker (third round)
Félix Mantilla (first round)
Tim Henman (second round)
Marc Rosset (third round)
Mark Philippoussis (first round)
Question: Who won the 1998-99 UEFA Champions League?
Answer: UEFA Champions League is Europe's premier club football tournament. During 1998-99 season the English club Manchester United played against the German Bayern Munich in the final. The competition was won by Manchester United coming back from a goal down in the last two minutes of injury time. Bayern Munich was defeat 2-1. Teddy Sheringham and Ole Gunnar Solskjær scored United's goals for Manchester United.
Question: What is the recipe to make non-spicy Awadhi chicken biryani?
Answer: 2 lb bone-in chicken
2½ cups basmati rice, washed, rinsed, and soaked in water, for 30 minutes
2 tablespoons vegetable oil
2 bay leaves
4 cloves
4 green cardamom pods
2 black cardamom pods
10 black peppercorns
1" stick cinnamon
½ cup yogurt, beaten
½ cup red onion, sliced
2 teaspoon garlic paste
2 teaspoon ginger paste
salt, to taste
½ tsp red chili powder or to taste
½ cup red onion sliced and fried
1 teaspoon garam masala powder
Orange good color - a pinch
1 chicken bouillon cube (optional)

Prepare chicken

Heat oil in a heavy bottomed pot. To this, add 1 bay leaf, 2 cloves, 2 green cardamom pods, 1 black cardamom, peppercorns and 1/4" cinnamon. Sauté until fragrant. Next, add onion slices and fry on medium heat until onions turn golden brown.
Add garlic and ginger paste. Fry until the raw smell goes off.Add chicken and mix well. Add chilli powder, ½ tsp garam masala powder and yogurt. Mix well. Cover and cook on medium-low flame until chicken is cooked through. Add little water if needed to cook. However at the end, any remaining gravy should be evaporated.

Prepare rice

Add 10 cups of water to a large deep heavy bottomed pot. Add 2 tsp salt, 1 bay leaf, 2 cloves, 2 green cardamom pods, 1 black cardamom, and 1/4" cinnamon to the water. At this time,  you can also add the bouillon. Once the water is boiling, add soaked rice and gently stir to combine. Cook on medium high heat until the rice is cooked 90% through, stirring gently. Drain the rice and keep aside

Layer chicken and rice 

In the pot that you boiled the rice in, add 1/8 cup water. Take 1/3 cooked rice and spread a layer evenly. Then put a layer of 1/2 chicken. Generously sprinkle fried onions, oil, pinch of garam masala powder. Then repeat the rice and chicken layers alternating. The last layer should be rice on top. Add some oil and garam masala powder and fried onions on the top layer. Sprinkle orange food color. Close the lid and put on high heat until the water at the bottom of the pot starts steaming through. Then put the heat on low and cover the lid. Let it steam through for 15-20 min. Gently mix b folding over the chicken and rice layers. Biryani is ready!


Serve with cucumber "raita"