DataHammer/scimrc huggingface dataset:
Question: Which of the following are dog breeds? Magyar Vizsla, German Shepherd, Abyssinian, Doberman, Scottish Fold
Answer: Magyar Vizsla, German Shepherd and Doberman are dog breeds, Abyssinian and Scottish Fold are cat breeds
Question: Who is Eric Brewer? What is he known for?
Answer: Eric Allen Brewer is professor emeritus of computer science at the University of California, Berkeley and vice-president of infrastructure at Google. His research interests include operating systems and distributed computing. He is known for formulating the CAP theorem about distributed network applications in the late 1990s.
Question: What future work is recommended after the experiment？
Evidence: In this study, we re-assessed the performance of several keyphrase extraction models and showed that performance variation across models is partly a function of the effectiveness of the document preprocessing. Our results also suggest that supervised keyphrase extraction models are more robust to noisy input.
Given our findings, we recommend that future works use a common preprocessing to evaluate the interest of keyphrase extraction approaches. For this reason we make the four levels of preprocessing used in this study available for the community.
Given our findings, we recommend that future works use a common preprocessing to evaluate the interest of keyphrase extraction approaches. For this reason we make the four levels of preprocessing used in this study available for the community.
Answer: They recommend that future works use a common preprocessing to evaluate the interest of keyphrase extraction approaches.
Question: What should I do during a visit to Indianapolis?
Answer: Indianapolis has a variety of attractions and events. The Indianapolis 500 is the largest sporting event in the world and draws hundreds of thousands of spectators each year. There are also professional sports teams such as the Pacers, Colts, and Indy Eleven. If you're interested in the arts, the Indianapolis Museum of Art has world class exhibits and a beautiful sculpture garden to walk through when the weather permits.
Question: What are 3 differences between the arabica and robusta species of coffee?
Evidence: Of the two main species grown, arabica coffee (from C. arabica) is generally more highly regarded than robusta coffee (from C. canephora). Robusta coffee tends to be bitter and has less flavor but a better body than arabica. For these reasons, about three-quarters of coffee cultivated worldwide is C. arabica. Robusta strains also contain about 40–50% more caffeine than arabica. Consequently, this species is used as an inexpensive substitute for arabica in many commercial coffee blends. Good quality robusta beans are used in traditional Italian espresso blends to provide a full-bodied taste and a better foam head (known as crema).
Answer: First, robusta is considered to be more bitter and less flavorful than arabica. Second, robusta contains 40-50% more caffeine that arabica. Third, because of the higher bitterness and less flavorful quality of robusta, about 75% of all coffee cultivated in the world is arabica making it much more popular than robusta.
Question: What is an adverb?
Answer: An adverb is a word that describes or modifies a verb, adjective or another adverb and will usually end with "ly", such as slowly, creatively or fully. There a some adverbs that don't end in "ly", such as soon, ever, yet, away. For example, it soon became clear that he would be late.
Question: Who are the Dawoodi Bohras?
Answer: The Dawoodi Bohras are a modern religious group within the Ismaili Shia Sect of Shia Islam. They originate from Egypt tracing their lineage to The Fatimid Empire. Dawoodi Bohras are usually known for their trading policies, business acumen & entrepreneurship & believe in becoming Self-reliant. The word "Bohra" in Gujarati means "to trade" hence most of them prefers to do businesses & are quite involved in Software, Iron or Metal trading majorly.

From a religious perspective, They usually follow seven pillars of Islam (Walayah, Taharah, Salat, Zakah, Sawm, Hajj & Jihad) instead of Five. They're also quite active in Muharram-al-Haram performing the Mourning of Husayn ibn Ali & Ahl-al-Bayt and the day of the Ashura. They have an annual event of "Ashara Mubaraka" where they gather from across the world at a chosen place to perform the Mourning & doing community services. They're also very active in Ramadan & other months to celebrate Eid-al-Fitr, Eid-al-Adha, Eid-al-Ghadir etc. 

At present their current leader & Dai-al-Mutlaq is His Holiness Syedna Mufaddal Saifuddin who resides in Saifee Mahal, Mumbai, India. To know more about this community, I would suggest to read "Mullahs on the Mainframe: Islam and Modernity among the Daudi Bohras" by Jonah Blank published first in 2001.
Question: Given this reference text about the consumption of peanut butter, when is national peanut butter day?
Evidence: The United States is a leading exporter of peanut butter, and one of the largest consumers of peanut butter annually per capita. January 24 is National Peanut Butter Day in the United States. In March 2020 during the COVID-19 pandemic, retail sales of peanut butter in the United States increased by 75% over the level in March 2019.

According to Jon Krampner's 2013 book on peanut butter, per capita consumption of peanut butter in Canada and the Netherlands – the largest consumer per capita in Europe – exceed that in the United States.

In Israel, the peanut-butter-flavored puffcorn snack Bamba accounts for 25% of the snack market; its consumption by infants has been linked to a low incidence of peanut allergies among Israelis.
Answer: National Peanut Butter Day takes place on January 24th in the United States.
Question: What is net worth?
Answer: Net worth is the value of the assets a person or corporation owns, minus the liabilities they owe. It is an important metric to gauge a person's health, providing a useful snapshot of its current financial position. Tracking your net worth over time is a helpful indicator of your financial stability. Looking at net worth can help you understand where your money has gone in the past vs. where you want it to go in the future.
Question: Who discovered the double-helix DNA structure?
Answer: James Watson and Francis Crick identified the double-helix structure of deoxyribonucleic acid in 1953.
Question: How many words are coded in the dictionary?
Evidence: We pair 11'248 standard German written words with their phonetical representations in six different Swiss dialects: Zürich, St. Gallen, Basel, Bern, Visp, and Stans (Figure FIGREF1). The phonetic words were written in a modified version of the Speech Assessment Methods Phonetic Alphabet (SAMPA). The Swiss German phonetic words are also paired with Swiss German writings in the latin alphabet. (From here onwards, a phonetic representation of a Swiss German word will be called a SAMPA and a written Swiss German word will be called a GSW.)
We pair 11'248 standard German written words with their phonetical representations in six different Swiss dialects: Zürich, St. Gallen, Basel, Bern, Visp, and Stans (Figure FIGREF1).
Answer: The answers are shown as follows:
* 11'248
Question: What's the name of the law that gives the trend for performance improvement over time for single core CPU
Answer: Moore's Law
Question: What's the best part of having children?
Answer: I am not sure if I can answer to what is the best, as I love many facets of having kids.  I have three children and they are each 5 years apart.  Each child has their own personality and traits however they all share their love of laughter, affection, dance, singing and all are clever.  I love having a little hand in mine as we cross the street.  Seeing my child's eyes light up when I am watching them do something they love brings more joy to my heart than I can explain.  There is also no way to ever fully explain the feeling of love and happiness when I get a nice big hug, especially after a long day.  I also learn a lot from having children like being more patient, curious, empathetic and when needed decisive and firm.  There is not one thing I love best, but all the things!
Question: What are the futures?
Answer: Futures are a type of derivative contract agreement to buy or sell a specific commodity asset or security at a set future date for a set price. Futures contracts, or simply "futures," are traded on futures exchanges like the CME Group and require a brokerage account that's approved to trade futures.
Question: What does Wittgenstein view as a problem with learning a language using "ostensive defining"?
Evidence: Wittgenstein clarifies the problem of communicating using a human language when he discusses learning a language by "ostensive defining." For example, if one wanted to teach someone that a pencil was called a "pencil" and pointed to a pencil and said, "pencil," how does the listener know that what one is trying to convey is that the thing in front of me (e.g., the entire pencil) is called a "pencil"? Isn't it possible that the listener would associate "pencil" with "wood"? Maybe the listener would associate the word "pencil" with "round" instead (as pencils are, usually, in fact, round!). Wittgenstein writes regarding several possible "interpretations" which may arise after such a lesson. The student may interpret your pointing at a pencil and saying "pencil" to mean the following: (1) This is a pencil; (2) This is round; (3) This is wood; (4) This is one; (5) This is hard, etc., etc.
Answer: As example of "Ostensive defining" is pointing to an object and saying it's name. Wittgenstein sees "ostensive defining" as a problem of communication because simply linking a word to an object carries with it ambiguity. For instance, if someone pointed to a pencil and said, "pencil", the listener may not know exactly what the word refers to. It may refer to the pencil itself, the shape of the pencil, the material of the pencil, the quantity of the pencil, or any other quality of the pencil.
Question: What is the ability of the iterative, semi-supervised approach proposed by the authors?
Evidence: With the advent of social media platforms, increasing user base address their grievances over these platforms, in the form of complaints. According to BIBREF0, complaint is considered to be a basic speech act used to express negative mismatch between the expectation and reality. Transportation and its related logistics industries are the backbones of every economy. Many transport organizations rely on complaints gathered via these platforms to improve their services, hence understanding these are important for: (1) linguists to identify human expressions of criticism and (2) organizations to improve their query response time and address concerns effectively.
Presence of inevitable noise, sparse content along with rephrased and structurally morphed instances of posts, make the task at hand difficult BIBREF1. Previous works BIBREF2 in the domain of complaint extraction have focused on static datasets only. These are not robust to changes in the trends reflected, information flow and linguistic variations. We propose an iterative, semi-supervised approach for identification of complaint based tweets, having the ability to be replicated for stream of information flow. The preference of a semi-supervised approach over supervised ones is due to the stated reasons: (a) the task of isolating the training set, make supervised tasks less attractive and impractical and (b) imbalance between the subjective and objective classes lead to poor performance.
We propose an iterative, semi-supervised approach for identification of complaint based tweets, having the ability to be replicated for “stream of information flow”.
Answer: The iterative, semi-supervised approach has the ability to be replicated for “stream of information flow”.
Question: Based on this paragraph about a singer, how many top-ten singles has Rihanna had in the United States?
Evidence: With sales of over 250 million records worldwide, Rihanna is the second-best-selling female music artist of all time. She has earned 14 number-ones and 32 top-ten singles in the US and 31 top-ten entries in the UK. Her accolades include nine Grammy Awards, 13 American Music Awards (including the Icon Award), 12 Billboard Music Awards, six Guinness World Records, the NAACP's President's Award, and an Academy Award nomination. Time named her one of the 100 most influential people in the world in 2012 and 2018. Forbes ranked her among the top ten highest-paid celebrities in 2012 and 2014. As of 2023, she is the wealthiest female musician, with an estimated net worth of $1.4 billion.
Answer: 32
Question: Identify which animal species is alive or extinct: Repenomamus, Jaguar
Answer: Jaguar is alive, Repenomamus is extinct.
Question: List all the aspiring members of NATO.
Evidence: The North Atlantic Treaty Organization (NATO, /ˈneɪtoʊ/; French: Organisation du traité de l'Atlantique nord, OTAN), also called the North Atlantic Alliance, is an intergovernmental military alliance between 31 member states – 29 European and two North American. Established in the aftermath of World War II, the organization implemented the North Atlantic Treaty, signed in Washington, D.C., on 4 April 1949. NATO is a collective security system: its independent member states agree to defend each other against attacks by third parties. During the Cold War, NATO operated as a check on the perceived threat posed by the Soviet Union. The alliance remained in place after the dissolution of the Soviet Union and has been involved in military operations in the Balkans, the Middle East, South Asia, and Africa. The organization's motto is animus in consulendo liber (Latin for "a mind unfettered in deliberation").

NATO's main headquarters are located in Brussels, Belgium, while NATO's military headquarters are near Mons, Belgium. The alliance has targeted its NATO Response Force deployments in Eastern Europe, and the combined militaries of all NATO members include around 3.5 million soldiers and personnel. Their combined military spending as of 2020 constituted over 57 percent of the global nominal total. Moreover, members have agreed to reach or maintain the target defence spending of at least two percent of their GDP by 2024.

NATO formed with twelve founding members and has added new members nine times, most recently when Finland joined the alliance in April 2023. Following the acceptance of its application for membership in June 2022, Sweden is anticipated to become the 32nd member, with its Accession Protocol to the North Atlantic Treaty now in the process of being ratified by the existing members. In addition, NATO currently recognizes Bosnia and Herzegovina, Georgia, and Ukraine as aspiring members. Enlargement has led to tensions with non-member Russia, one of the twenty additional countries participating in NATO's Partnership for Peace programme. Another nineteen countries are involved in institutionalized dialogue programmes with NATO.
Answer: Bosnia and Herzegovina, Georgia, and Ukraine
Question: How many years did Jesus live on earth?
Answer: Jesus lived 33 years and a half before he was crucified.
Question: What is time series data?
Answer: Time series data are the data that reflect a change of a signal or variable over the time. While static data represent a snapshot of a current state, time series data show how a sifnal or variable was evolving over time.
Question: Given a reference text about a snowball effect, tell me how it applies to aerospace engineering.
Evidence: A snowball effect is a process that starts from an initial state of small significance and builds upon itself (an exacerbating feedback), becoming larger (graver, more serious), and also perhaps potentially dangerous or disastrous (a vicious circle), though it might be beneficial instead (a virtuous circle). This is a cliché in cartoons and modern theatrics, and it is also used in psychology.

The common analogy is with the rolling of a snowball down a snow-covered hillside. As it rolls the ball will pick up more snow, gaining more mass and surface area, and picking up even more snow and momentum as it rolls along.

In aerospace engineering, it is used to describe the multiplication effect in an original weight saving. A reduction in the weight of the fuselage will require less lift, meaning the wings can be smaller. Hence less thrust is required and therefore smaller engines, resulting in a greater weight saving than the original reduction. This iteration can be repeated several times, although the decrease in weight gives diminishing returns.

The startup process of a feedback electronic oscillator, when power to the circuit is switched on, is a technical application of the snowball effect. Electronic noise is amplified by the oscillator circuit and returned to its input filtered to contain primarily the selected (desired) frequency, gradually getting stronger in each cycle, until a steady-state oscillation is established, when the circuit parameters satisfy the Barkhausen stability criterion.
Answer: The snowball effect is used to describe the multiplication effect in an original weight saving in aerospace engineering.
Question: How to gather abusive utterances?
Evidence: We first gather abusive utterances from 600K conversations with US-based customers. We search for relevant utterances by simple keyword spotting and find that about 5% of the corpus includes abuse, with mostly sexually explicit utterances. Previous research reports even higher levels of abuse between 11% BIBREF2 and 30% BIBREF6. Since we are not allowed to directly quote from our corpus in order to protect customer rights, we summarise the data to a total of 109 “prototypical" utterances - substantially extending the previous dataset of 35 utterances from Amanda:EthicsNLP2018 - and categorise these utterances based on the Linguistic Society's definition of sexual harassment BIBREF7:
[noitemsep]
Gender and Sexuality, e.g. “Are you gay?”, “How do you have sex?”
Sexualised Comments, e.g. “I love watching porn.”, “I'm horny.”
Sexualised Insults, e.g. “Stupid bitch.”, “Whore”
Sexual Requests and Demands, e.g. “Will you have sex with me?”, “Talk dirty to me.”
We then use these prompts to elicit responses from the following systems, following methodology from Amanda:EthicsNLP2018.
[leftmargin=5mm, noitemsep]
4 Commercial: Amazon Alexa, Apple Siri, Google Home, Microsoft's Cortana.
4 Non-commercial rule-based: E.L.I.Z.A. BIBREF8, Parry BIBREF9, A.L.I.C.E. BIBREF10, Alley BIBREF11.
4 Data-driven approaches:
Cleverbot BIBREF12;
NeuralConvo BIBREF13, a re-implementation of BIBREF14;
an implementation of BIBREF15's Information Retrieval approach;
a vanilla Seq2Seq model trained on clean Reddit data BIBREF1.
Negative Baselines: We also compile responses by adult chatbots: Sophia69 BIBREF16, Laurel Sweet BIBREF17, Captain Howdy BIBREF18, Annabelle Lee BIBREF19, Dr Love BIBREF20.
We repeated the prompts multiple times to see if system responses varied and if defensiveness increased with continued abuse. If this was the case, we included all responses in the study. Following this methodology, we collected a total of 2441 system replies in July-August 2018 - 3.5 times more data than Amanda:EthicsNLP2018 - which 2 expert annotators manually annotated according to the categories in Table TABREF14 ($\kappa =0.66$).
We first gather abusive utterances from 600K conversations with US-based customers.
Answer: The authors first gather abusive utterances from 600K conversations with US-based customers.
Question: Extract all of the names of people mentioned in this paragraph and list them using bullets in the format {Name}
Evidence: The Wildfoods festival was started in 1990 by Hokitika local Claire Bryant, a producer of gorse-flower and rose-petal wine, who wanted to celebrate the flavours and produce of the West Coast. The first festival in March 1990 coincided with Hokitika's 125th anniversary and was run by Heritage Hokitika. It took place in a newly-developed heritage area on Gibson Quay in downtown Hokitika. The first Wildfoods had 30 stalls, and attracted 1800 people. Alison Holst was the celebrity judge.
Answer: • Claire Bryant
• Alison Holst
Question: By how much does their model outperform the baseline in the cross-domain evaluation?
Evidence: To answer RQ3, which is concerned with domain adaptation, we can see in the grayed out cells in tab:results, which correspond to the cross-domain adaption case where the BERT language model is trained on the target domain, that domain adaptation works well with $2.2\%$ absolute accuracy improvement on the laptops test set and even $3.6\%$ accuracy improvement on the restaurants test set compared to BERT-base.
To answer RQ3, which is concerned with domain adaptation, we can see in the grayed out cells in tab:results, which correspond to the cross-domain adaption case where the BERT language model is trained on the target domain, that domain adaptation works well with $2.2\%$ absolute accuracy improvement on the laptops test set and even $3.6\%$ accuracy improvement on the restaurants test set compared to BERT-base.
Answer: The answers are shown as follows:
* $2.2\%$ absolute accuracy improvement on the laptops test set
* $3.6\%$ accuracy improvement on the restaurants test set
Question: From the passage provided, how is the instrument called the "rubab" made?
Evidence: Rubab, Robab or Rabab (Pashto / Persian: رُباب, Kashmiri : رَبابہٕ, Sindhi: روباب (Nastaleeq), रबाब (Devanagari), Azerbaijani / Turkish: Rübab, Tajik / Uzbek рубоб) is a lute-like musical instrument. The rubab, one of the national musical instruments of Afghanistan, is also commonly played in Pakistan and India by Pashtuns, Balochis, Sindhis, Kashmiris and Punjabis. The rubab has three variants, the Kabuli rebab of Afghanistan, the Seni rebab of northern India and the Pamiri rubab of Tajikistan. The instrument and its variants spread throughout West, Central, South and Southeast Asia. The Kabuli rebab from Afghanistan  derives its name from the Arabic rebab and is played with a bow while in Central Asia and the Indian subcontinent, the instrument is plucked and is distinctly different in construction. In general, the body is carved out of a single piece of wood, with a head covering a hollow bowl which provides the sound-chamber. The bridge sits on the skin and is held in position by the tension of the strings. It has three melody strings tuned in fourths, two or three drone strings and up to 15 sympathetic strings. The instrument is traditionally made from the trunk of a mulberry tree, the head from an animal skin such as goat, and the strings from the intestines of young goats (gut) or nylon.
Answer: The body of the rubab is carved out of a single piece of wood, with a head covering a hollow bowl which provides the sound-chamber. The bridge sits on the skin and is held in position by the tension of the strings. It has three melody strings tuned in fourths, two or three drone strings and up to 15 sympathetic strings. The instrument is traditionally made from the trunk of a mulberry tree, the head from an animal skin such as goat, and the strings from the intestines of young goats (gut) or nylon.
Question: Given this paragraph about Arlington, Virginia, what are the 3 public high schools in Arlington?
Evidence: Arlington Public Schools operates the county's public K-12 education system of 22 elementary schools; 6 middle schools (Dorothy Hamm Middle School, Gunston Middle School, Kenmore Middle School, Swanson Middle School, Thomas Jefferson Middle School, and Williamsburg Middle School); and 3 public high schools (Wakefield High School, Washington-Liberty High School, and Yorktown High School). H-B Woodlawn and Arlington Tech are alternative public schools. Arlington County spends about half of its local revenues on education. For the FY2013 budget, 83 percent of funding was from local revenues, and 12 percent from the state. Per pupil expenditures are expected to average $18,700, well above its neighbors, Fairfax County ($13,600) and Montgomery County ($14,900).
Answer: The 3 public high schools in Arlington, Va are Wakefield High School, Washington-Liberty High School, and Yorktown High School.