DataHammer/scimrc huggingface dataset:
Question: Given this reference text about Cy Young, what type of work did his family do while he was growing up, how many older siblings did he have, and what two states did he live in as a child?
Evidence: Cy Young was the oldest child born to Nancy (Mottmiller) and McKinzie Young, Jr., and was christened Denton True Young. He was of part German descent. The couple had four more children: Jesse Carlton, Alonzo, Ella, and Anthony. When the couple married, McKinzie's father gave him the 54 acres (220,000 m2) of farm land he owned. Young was born in Gilmore, a tiny farming community located in Washington Township, Tuscarawas County, Ohio. He was raised on one of the local farms and went by the name Dent Young in his early years. Young was also known as "Farmer Young" and "Farmboy Young". Young stopped his formal education after he completed the sixth grade so he could help out on the family's farm. In 1885, Young moved with his father to Nebraska, and in the summer of 1887, they returned to Gilmore.
https://en.wikipedia.org/wiki/Cy_Young
Answer: Cy Young grew up in a farming family, did not have any older siblings (he was the oldest of five children) and he lives primarily in Ohio but also spent two years in Nebraska as a child.
Question: Extract the formulas in math latex markdown format to calculate the portfolio return and variance in Modern Portfolio Theory https://en.wikipedia.org/wiki/Modern_portfolio_theory
Evidence: MPT assumes that investors are risk averse, meaning that given two portfolios that offer the same expected return, investors will prefer the less risky one. Thus, an investor will take on increased risk only if compensated by higher expected returns. Conversely, an investor who wants higher expected returns must accept more risk. The exact trade-off will not be the same for all investors. Different investors will evaluate the trade-off differently based on individual risk aversion characteristics. The implication is that a rational investor will not invest in a portfolio if a second portfolio exists with a more favorable risk-expected return profile—i.e., if for that level of risk an alternative portfolio exists that has better expected returns.

Under the model:

Portfolio return is the proportion-weighted combination of the constituent assets' returns.
Portfolio return volatility 
\sigma _{p} is a function of the correlations ρij of the component assets, for all asset pairs (i, j). The volatility gives insight into the risk which is associated with the investment. The higher the volatility, the higher the risk.
Answer: - Expected return:
$$
\mathrm{E}\left(R_p\right)=\sum_i w_i \mathrm{E}\left(R_i\right)
$$
where $R_p$ is the return on the portfolio, $R_i$ is the return on asset $i$ and $w_i$ is the weighting of component asset $i$ (that is, the proportion of asset "i" in the portfolio, so that $\sum_i w_i=1$ ).
- Portfolio return variance:
$$
\sigma_p^2=\sum_i w_i^2 \sigma_i^2+\sum_i \sum_{j \neq i} w_i w_j \sigma_i \sigma_j \rho_{i j}
$$
where $\sigma_i$ is the (sample) standard deviation of the periodic returns on an asset $i$, and $\rho_{i j}$ is the correlation coefficient between the returns on assets $i$ and $j$. Alternatively the expression can be written as:
$$
\sigma_p^2=\sum_i \sum_j w_i w_j \sigma_i \sigma_j \rho_{i j}
$$
where $\rho_{i j}=1$ for $i=j$, or
$$
\sigma_p^2=\sum_i \sum_j w_i w_j \sigma_{i j}
$$
where $\sigma_{i j}=\sigma_i \sigma_j \rho_{i j}$ is the (sample) covariance of the periodic returns on the two assets, or alternatively denoted as $\sigma(i, j)$, $\operatorname{cov}{ }_{i j}$ or $\operatorname{cov}(i, j)$.
- Portfolio return volatility (standard deviation):
$$
\sigma_p=\sqrt{\sigma_p^2}
$$
For a two-asset portfolio:
- Portfolio return: 
$$\mathrm{E}\left(R_p\right)=w_A \mathrm{E}\left(R_A\right)+w_B \mathrm{E}\left(R_B\right)=w_A \mathrm{E}\left(R_A\right)+\left(1-w_A\right) \mathrm{E}\left(R_B\right)$$

- Portfolio variance: 
$$\sigma_p^2=w_A^2 \sigma_A^2+w_B^2 \sigma_B^2+2 w_A w_B \sigma_A \sigma_B \rho_{A B}$$
For a three-asset portfolio:
- Portfolio return: 
$$\mathrm{E}\left(R_p\right)=w_A \mathrm{E}\left(R_A\right)+w_B \mathrm{E}\left(R_B\right)+w_C \mathrm{E}\left(R_C\right)$$
- Portfolio variance: 
$$\sigma_p^2=w_A^2 \sigma_A^2+w_B^2 \sigma_B^2+w_C^2 \sigma_C^2+2 w_A w_B \sigma_A \sigma_B \rho_{A B}+2 w_A w_C \sigma_A \sigma_C \rho_{A C}+2 w_B w_C \sigma_B \sigma_C \rho_{B C}$$
Question: How many NBA basketball teams are in California?
Answer: There are 4 NBA basketball teams in California: Golden State Warriors, Los Angeles Lakers, Los Angeles Clippers, and Sacramento Kings.
Question: How to better mitigate the uncertainty of the AUD task and provide a companion metric that would be more robust to noise?
Evidence: In order to provide an extrinsic metric to evaluate the quality of the acoustic units discovered by our different methods, we performed an unsupervised word segmentation task on the acoustic units sequences, and evaluated the accuracy of the discovered word boundaries. We also wanted to experiment using lattices as an input for the word segmentation task, instead of using single sequences of units, so as to better mitigate the uncertainty of the AUD task and provide a companion metric that would be more robust to noise. A model capable of performing word segmentation both on lattices and text sequences was introduced by BIBREF6 . Building on the work of BIBREF17 , BIBREF18 they combine a nested hierarchical Pitman-Yor language model with a Weighted Finite State Transducer approach. Both for lattices and acoustic units sequences, we use the implementation of the authors with a bigram language model and a unigram character model. Word discovery is evaluated using the Boundary metric from the Zero Resource Challenge 2017 BIBREF20 and BIBREF21 . This metric measures the quality of a word segmentation and the discovered boundaries with respect to a gold corpus (Precision, Recall and F-score are computed).
We also wanted to experiment using lattices as an input for the word segmentation task, instead of using single sequences of units, so as to better mitigate the uncertainty of the AUD task and provide a companion metric that would be more robust to noise.
Answer: Using lattices as an input for the word segmentation task, instead of using single sequences of units to better mitigate the uncertainty of the AUD task and provide a companion metric that would be more robust to noise.
Question: Give me a list of the 10 most important soccer teams in Brazil.
Answer: Sure! Some of the most important soccer teams in Brazil are:

1. Corinthians
2. Flamengo
3. São Paulo
4. Santos
5. Fluminense
6. Botafogo
7. Cruzeiro
8. Atlético Mineiro
9. Gremio
10. Palmeiras
Question: What links Catalonia, Andalusia, Cantabria, Galicia
Answer: Regions of Spain
Question: Given the following paragraph about a laptops, why are laptops called "laptop"?
Evidence: The names "laptop" and "notebook" refer to the fact that the computer can be practically placed on (or on top of) the user's lap and can be used similarly to a notebook. As of 2022, in American English, the terms "laptop" and "notebook" are used interchangeably; in other dialects of English, one or the other may be preferred. Although the term "notebook" originally referred to a specific size of laptop (originally smaller and lighter than mainstream laptops of the time), the term has come to mean the same thing and no longer refers to any specific size.
Answer: Laptops are called "laptop" because the computer can be practically placed on the user's lap .
Question: Which episode does Jon Snow lead a battle where he is outnumbered by Ramsey Bolton?
Answer: "Battle of the Bastards" is the ninth episode of the sixth season of Game of Thrones which had the massive battle between Jon Snow and Ramsey Bolton. Ramsey Bolton ultimately lost, thanks to Lord Baelish bringing fighters from the Vale to support Jon Snow.
Question: What is the Premier League?
Answer: The Premier League (legal name: The Football Association Premier League Limited) is the highest level of the English football league system. Contested by 20 clubs, it operates on a system of promotion and relegation with the English Football League (EFL). Seasons typically run from August to May with each team playing 38 matches (playing all other teams both home and away). Most games are played on Saturday and Sunday afternoons, with occasional weekday evening fixtures.

The competition was founded as the FA Premier League on 20 February 1992 following the decision of clubs in the Football League First Division to break away from the Football League founded in 1888; however, teams may still be relegated into and promoted from the EFL Championship. The Premier League takes advantage of a lucrative television rights sale to Sky: from 2019 to 2020, the league's accumulated television rights deals were worth around £3.1 billion a year, with Sky and BT Group securing the domestic rights to broadcast 128 and 32 games respectively. The Premier League is a corporation where chief executive Richard Masters is responsible for its management, whilst the member clubs act as shareholders. Clubs were apportioned central payment revenues of £2.4 billion in 2016–17, with a further £343 million in solidarity payments to English Football League (EFL) clubs.

The Premier League is the most-watched sports league in the world, broadcast in 212 territories to 643 million homes and a potential TV audience of 4.7 billion people. For the 2018–19 season, the average Premier League match attendance was at 38,181, second to the German Bundesliga's 43,500, while aggregated attendance across all matches is the highest of any association football league at 14,508,981. Most stadium occupancies are near capacity. The Premier League ranks first in the UEFA coefficients of leagues based on performances in European competitions over the past five seasons as of 2021. The English top-flight has produced the second-highest number of UEFA Champions League/European Cup titles, with five English clubs having won fourteen European trophies in total.

Fifty clubs have competed since the inception of the Premier League in 1992: forty-eight English and two Welsh clubs. Seven of them have won the title: Manchester United (13), Manchester City (6), Chelsea (5), Arsenal (3), Blackburn Rovers (1), Leicester City (1) and Liverpool (1).
Question: What is a p-value in statistics?
Answer: In statistics, a p-value is used to test the significance of the hypothesis. It indicates the probability that the results were obtained by chance alone. A small p-value indicates that it is very unlikely that the observed result came about by chance. 
However, whether an alternative hypothesis with a p-value of less than 0.05 should be accepted without providing further evidence is controversial. Therefore, to properly quantify the statistical significance of results, contextual factors must also be considered, such as the quality of the measurements, the external evidence, and the validity of the assumptions underlying the data analysis.
Question: Given this paragraph about pyramids , when was the first pyramid built?
Evidence: The Egyptian pyramids are ancient masonry structures located in Egypt. Sources cite at least 118 identified "Egyptian" pyramids. Approximately 80 pyramids were built within the Kingdom of Kush, now located in the modern country of Sudan. Of those located in modern Egypt, most were built as tombs for the country's pharaohs and their consorts during the Old and Middle Kingdom periods.

The earliest known Egyptian pyramids are found at Saqqara, northwest of Memphis, although at least one step-pyramid-like structure has been found at Saqqara, dating to the First Dynasty: Mastaba 3808, which has been attributed to the reign of Pharaoh Anedjib, with inscriptions, and other archaeological remains of the period, suggesting there may have been others. The otherwise earliest among these is the Pyramid of Djoser built c. 2630–2610 BCE during the Third Dynasty. This pyramid and its surrounding complex are generally considered to be the world's oldest monumental structures constructed of dressed masonry.

The most famous Egyptian pyramids are those found at Giza, on the outskirts of Cairo. Several of the Giza pyramids are counted among the largest structures ever built. The Pyramid of Khufu is the largest Egyptian pyramid. It is the only one of the Seven Wonders of the Ancient World still in existence, despite its being the oldest wonder by about 2,000 years.
Answer: 2630–2610 BCE
Question: How to train the NMT system in this paper?
Evidence: In this section, we describe the languages experimented with, datasets used, the network hyper-parameters used in our experiments.
We use OpenNMT-Torch (Klein et al., 2018) to train the NMT system.
Answer: The authors use OpenNMT-Torch to train the NMT system.
Question: What is an offside in football/soccer?
Answer: The offside rule in football states that, at the moment of a pass (i.e. when the ball leaves the passer's foot), there must be at least two opposing players (including the goalkeeper) behind the attacking player receiving the pass. If this condition is not met, the referee calls offside, which results on a free kick for the defending team.
Question: What does it mean by Stochastic
Evidence: Stochastic from Greek 'aim, guess' refers to the property of being well described by a random probability distribution. Although stochasticity and randomness are distinct in that the former refers to a modeling approach and the latter refers to phenomena themselves, these two terms are often used synonymously. Furthermore, in probability theory, the formal concept of a stochastic process is also referred to as a random process.

Stochasticity is used in many different fields, including the natural sciences such as biology, chemistry, ecology, neuroscience, and physics, as well as technology and engineering fields such as image processing, signal processing, information theory, computer science, cryptography, and telecommunications. It is also used in finance, due to seemingly random changes in financial markets as well as in medicine, linguistics, music, media, color theory, botany, manufacturing, and geomorphology.
Answer: The word Stochastic is used in many different fields and describe the processes that involve randomness.
Question: Why did the US join WW2?
Answer: The Japanese attack on Pearl Harbor on December 7, 1941, ended the debate over American intervention in both the Pacific and European theaters of World War II. The day after the attack, Congress declared war on Imperial Japan with only a single dissenting vote. Germany and Italy— Japan’s allies—responded by declaring war against the United States. Faced with these realities and incensed by the attack on Pearl Harbor, everyday Americans enthusiastically supported the war effort. Isolation was no longer an option.
Question: If the year is 2013, is the Samsung E1200 being produced?
Evidence: The Samsung E1200 (also known as Samsung Pusha and Samsung Keystone 2) is a mobile phone made by Samsung. This phone was released in 2012 through Tesco in the UK. It was discontinued in 2015 when the Samsung Guru FM E1202 was released as its successor.
Answer: Yes, the phone was released in 2012 and was not discontinued until 2015.
Question: What is a PCR test?
Answer: PCR stands for "polymerase chain reaction". This test uses cycles of heating and cooling to detect photons that are emitted when a reagent (binder) RNA binds to the viral RNA that has been extracted from the human sample. Each heating and cooling cycle increases (amplifies) the amount of the targeted genetic material in the test tube. If the intensity of the photons does not reach a threshold after a certain number of cycles, the PCR test will result in a "Not Detected" test result.
Question: What is a forest?
Answer: A forest is a geographical region where trees predominate.
Question: Do the clusters of the most biased words exhibit a reduction of cluster purity?
Evidence: Gender bias describes an inherent prejudice against a gender, captured both by individuals and larger social systems. Word embeddings, a popular machine-learnt semantic space, have been shown to retain gender bias present in corpora used to train them BIBREF0. This results in gender-stereotypical vector analogies à la NIPS20135021, such as man:computer programmer :: woman:homemaker BIBREF1, and such bias has been shown to materialise in a variety of downstream tasks, e.g. coreference resolution BIBREF2, BIBREF3.
By operationalising gender bias in word embeddings as a linear subspace, DBLP:conf/nips/BolukbasiCZSK16 are able to debias with simple techniques from linear algebra. Their method successfully mitigates [author=simone,color=blue!40,size=,fancyline,caption=,]does not particularly like boldfacing for emphasis, but can live with.direct bias: man is no longer more similar to computer programmer in vector space than woman. However, the structure of gender bias in vector space remains largely intact, and the new vectors still evince indirect bias: associations which result from gender bias between not explicitly gendered words, for example a possible association between football and business resulting from their mutual association with explicitly masculine words BIBREF4. In this paper we continue the work of BIBREF4, and show that another paradigm for gender bias mitigation proposed by BIBREF5, Counterfactual Data Augmentation (CDA), is also unable to mitigate indirect bias. We also show, using a new test we describe (non-biased gender analogies), that WED might be removing too much gender information, casting further doubt on its operationalisation of gender bias as a linear subspace.
To improve CDA we make two proposals. The first, Counterfactual Data Substitution (CDS), is designed to avoid text duplication in favour of substitution. The second, the Names Intervention, is a method which can be applied to either CDA or CDS, and treats bias inherent in first names. It does so using a novel name pairing strategy that accounts for both name frequency and gender-specificity. Using our improvements, the clusters of the most biased words exhibit a reduction of cluster purity by an average of 49% across both corpora following treatment, thereby offering a partial solution to the problem of indirect bias as formalised by BIBREF4. [author=simone,color=blue!40,size=,fancyline,caption=,]first part of reaction to reviewer 4Additionally, although one could expect that the debiased embeddings might suffer performance losses in computational linguistic tasks, our embeddings remain useful for at least two such tasks, word similarity and sentiment classification BIBREF6.
Using our improvements, the clusters of the most biased words exhibit a reduction of cluster purity by an average of 49% across both corpora following treatment, thereby offering a partial solution to the problem of indirect bias as formalised by BIBREF4.
Answer: Yes, they do.
Question: Why do people travel do different places?
Answer: One reason for people to travel is business. They meet customers, or colleagues in different cities, possibly different countries. Even when the main purpose of travel is business, there is also a social aspect to it. Meeting colleagues or customers in a casual environment, e.g. for lunch or dinner helps with creating stronger relationships.
Question: I have got assigned a task to classify the following items as flammable or inflammable. Could you please help me with the classification? 
Here is the list of items: water, alcohol, gasoline, and orange juice
Answer: Here is the classification for these items:
- Water: it is inflammable.
- Alcohol: it is flammable and can easily catch fire.
- Gasoline: it is also flammable. It is a highly volatile liquid that can ignite easily.
- Orange juice: it is inflammable.
Question: Classify if the following are hollywood or bollywood movies: Zanjeer; The Shawshank redemption; Sholay; Pride & prejudice
Answer: Zanjeer and Sholay are bollywood moves. The Shawshank redemption and Pride & Prejudice are hollywood movies.
Question: How many days was the women's individual competition?
Evidence: The women's individual competition at the 2018 Asian Games in Jakarta, Indonesia was held from 23 August to 26 August (inclusive) at the Pondok Indah Golf & Country Club.
Answer: 4 days. 26-23+1 = 4. Counting 23, 24, 25, 26 equals 4 days.
Question: Why are there speed limits on public roads?
Answer: Governments create and enforce speed limits for humans driving vehicles on public roads in the interest of public safety. The speed limits generally depend on the type of road, including whether it is in a residential area or a freeway. Police officers enforce posted limits by patrolling the roads and checking the speeds of vehicles around them using radar technology. By preventing vehicles from traveling at excessive speeds, speed limits help keep roadways safer for everyone.
Question: Identify which instrument is string or percussion: Maraca, Valiha
Answer: Valiha is string, Maraca is percussion.
Question: Where is Lebanon ?
Answer: Lebanon is a Middle Eastern country that is located on the eastern shore of the Mediterranean Sea. Lebanon's southern border is shared with Israel. Syria borders Lebanon to the east and north, and the whole western edge of the country is bordered by the Mediterranean Sea.
Question: What is Luxembourg?
Answer: Luxembourg is a country in Western Europe surrounded by Belgium, France and Germany
Question: Give me a bulleted list of the major religious groups
Answer: * Christianity 
* Islam
* Atheists or Irreligion
* Hinduism
* Buddhism
* Sikhism
* Judaism
Question: What checks should be done when a data pipeline fails
Answer: Generally data pipelines have sources, transformations and targets. First, check for errors on sources. Second, check for errors on transformations built in pipeline. Third, check for errors on targets. Further, check for errors on underlying infrastructure of the pipeline such as network, authentication and memory systems.
Question: How large is the corpus?
Evidence: FLOAT SELECTED: Table 1: Statistical summary of multilingual corpora across English, Italian, Polish, Portuguese and Spanish. We present number of users (Users), documents (Docs), and average tokens per document (Tokens) in the corpus, plus the label distribution (HS Ratio, percent of documents labeled positive for hate speech).
FLOAT SELECTED: Table 1: Statistical summary of multilingual corpora across English, Italian, Polish, Portuguese and Spanish. We present number of users (Users), documents (Docs), and average tokens per document (Tokens) in the corpus, plus the label distribution (HS Ratio, percent of documents labeled positive for hate speech).
Answer: It contains 106,350 documents
Question: Why is the sky blue?
Answer: Because the Earth's atmosphere scatters the light of the sun, and blue light scatters more readily than other colors in the spectrum, we tend to see the sky as blue.

Light can be affected by the medium it passes through. For example, a prism separates white light into a spectrum of colors, and a mirror reflects the light entirely. When it passes through the atmosphere, light gets scattered. If unimpeded, the light of the sun is white.

Blue light has a shorter wavelength than other colors of light, and it scatters more easily. It is this scattering which makes it perceptible to the human eye.When the sun starts to set, the light is passing through even more atmosphere, and yet further colors are visible (such as orange and red).

You can read more at https://spaceplace.nasa.gov/blue-sky/en/, where I researched this answer.