DataHammer/scimrc huggingface dataset:
Question: Given this paragraph, what is the recommended daily value of magnesium for women in the UK?
Evidence: In the UK, the recommended daily values for magnesium are 300 mg for men and 270 mg for women. In the U.S. the Recommended Dietary Allowances (RDAs) are 400 mg for men ages 19–30 and 420 mg for older; for women 310 mg for ages 19–30 and 320 mg for older.
Answer: The daily recommended value for magnesium is 270 mg for women in the UK.
Question: How to avoid world war?
Answer: The conflicts between nations are often due to global tensions surrounding an arms race, territorial disputes, and technological advancements. To resolve this, creating a global administration or central government for the planet and assigning AI as the administering authority, while open sourcing all technology, could be a viable solution. By using robots to conduct surveillance for humans, political escalations could be eliminated, and all species on Earth could receive a fair share of resources. This approach could lead to greater peace and stability on a global level.
Question: Can you tell me about the Chicago Blackhawks?
Answer: Sure! The Chicago Blackhawks are the National Hockey League (NHL) franchise in Chicago. The team has a storied history, starting as one of the first six franchises in the league. They have won 6 Stanley Cup trophies as champions of the NHL and most recently won the Stanley Cup in the 2014-2015 season. Currently, their head coach is Luke Richardson, their team captain is Jonathan Toews, and their general manager is Kyle Davidson.
Question: What data is used for training CamemBERT?
Evidence: We use the unshuffled version of the French OSCAR corpus, which amounts to 138GB of uncompressed text and 32.7B SentencePiece tokens.
We use the unshuffled version of the French OSCAR corpus, which amounts to 138GB of uncompressed text and 32.7B SentencePiece tokens.
Answer: The answers are shown as follows:
* unshuffled version of the French OSCAR corpus
Question: Who spoke at NYU's 2022 commencement?
Answer: Taylor Swift spoke at NYU's 2022 commencement.
Question: Give me some tips on how to train for a marathon.
Answer: - Come up with a training plan
- Plan for 3-5 months of training
- Increase your daily mileage gradually
- Increase your weekly mileage gradually
- Have a mix of speedwork and endurance work
- Include sessions to build strength
- Stretch before and after your runs
- Include rest days for recovery
- Pay attention to nutrition and hydration
- Pay attention to hydration
- Taper 2 weeks before the marathon
- Go for it, good luck on race day!
Question: What sport did Troy Stradford play in college?
Answer: Troy Stradford played football at Boston College in the 1980s and went on to play professionally for the Miami Dolphins in the NFL.
Question: How many total seats are there?
Evidence: Parliamentary elections were held in Norway on 7 October 1957. The result was a victory for the Labour Party, which won 78 of the 150 seats in the Storting. As a result, the Gerhardsen government continued in office.

This was the last time a single party won a majority of seats on its own in a Norwegian election.
Answer: 150 seats
Question: Which are the four Arabic dialects?
Evidence: For the MGB-3 ADI task, the challenge organizers provided 13,825 utterances (53.6 hours) for the training (TRN) set, 1,524 utterances (10 hours) for a development (DEV) set, and 1,492 utterances (10.1 hours) for a test (TST) set. Each dataset consisted of five Arabic dialects: Egyptian (EGY), Levantine (LEV), Gulf (GLF), North African (NOR), and Modern Standard Arabic (MSA). Detailed statistics of the ADI dataset can be found in BIBREF23 . Table TABREF3 shows some facts about the evaluation conditions and data properties. Note that the development set is relatively small compared to the training set. However, it is matched with the test set channel domain. Thus, the development set provides valuable information to adapt or compensate the channel (recording) domain mismatch between the train and test sets.
Each dataset consisted of five Arabic dialects: Egyptian (EGY), Levantine (LEV), Gulf (GLF), North African (NOR), and Modern Standard Arabic (MSA).
Answer: The answers are shown as follows:
* Egyptian (EGY)
* Levantine (LEV)
* Gulf (GLF)
* North African (NOR)
Question: which of the following cities are in Texas: Austin ,Fort Worth, San Diego, Houston, Plano, San Jose, Chicago.
Answer: Austin, Fort Worth, Houston and Plano
Question: When will the The Doors of Stone, the third book of The Kingkiller Chronicle, come out?
Evidence: The Doors of Stone is unreleased as of 2023, a point of contention online. Rothfuss has said that the book would "conclude Kvothe's story", closing off the current arc, but that further stories in the world of Temerant would be forthcoming.[citation needed] He also said that the book presented challenges different from The Wise Man's Fear's. In 2020, Rothfuss's publisher and editor Elizabeth Wollheim expressed frustration with the delay, stating she had not read "a word" of the book nine years on.

In 2021, Rothfuss apologized for the long delay in releasing The Doors of Stone, citing issues in his personal life and his mental health as reasons.
Answer: As of 2023, The Doors of Stone is unreleased, with no stated release date. Rothfuss has stated that the book presented challenges to complete, and issues in his personal life and mental health have contributed to the delay.
Question: What is the Firefly Music Festival?
Answer: The Firefly Music Festival is a multi genre music festival that started in 2012. It is held in Dover, Delaware and is 4 days long. The artists who perform at Firefly vary significantly in genre, including country, pop, punk, hip hop, EDM, and alternative. Most people who attend Firefly camp onsite, but you can also stay in local hotels or commute to the festival.
Question: How do they enrich the positional embedding with length information
Evidence: Methods ::: Length Encoding Method
Inspired by BIBREF11, we use length encoding to provide the network with information about the remaining sentence length during decoding. We propose two types of length encoding: absolute and relative. Let pos and len be, respectively, a token position and the end of the sequence, both expressed in terms of number characters. Then, the absolute approach encodes the remaining length:
where $i=1,\ldots ,d/2$.
Similarly, the relative difference encodes the relative position to the end. This representation is made consistent with the absolute encoding by quantizing the space of the relative positions into a finite set of $N$ integers:
where $q_N: [0, 1] \rightarrow \lbrace 0, 1, .., N\rbrace $ is simply defined as $q_N(x) = \lfloor {x \times N}\rfloor $. As we are interested in the character length of the target sequence, len and pos are given in terms of characters, but we represent the sequence as a sequence of BPE-segmented subwords BIBREF17. To solve the ambiguity, len is the character length of the sequence, while pos is the character count of all the preceding tokens. We prefer a representation based on BPE, unlike BIBREF11, as it leads to better translations with less training time BIBREF18, BIBREF19. During training, len is the observed length of the target sentence, while at inference time it is the length of the source sentence, as it is the length that we aim to match. The process is exemplified in Figure FIGREF9.
Methods ::: Length Encoding Method
Inspired by BIBREF11, we use length encoding to provide the network with information about the remaining sentence length during decoding. We propose two types of length encoding: absolute and relative. Let pos and len be, respectively, a token position and the end of the sequence, both expressed in terms of number characters. Then, the absolute approach encodes the remaining length:

where $i=1,\ldots ,d/2$.

Similarly, the relative difference encodes the relative position to the end. This representation is made consistent with the absolute encoding by quantizing the space of the relative positions into a finite set of $N$ integers:

where $q_N: [0, 1] \rightarrow \lbrace 0, 1, .., N\rbrace $ is simply defined as $q_N(x) = \lfloor {x \times N}\rfloor $. As we are interested in the character length of the target sequence, len and pos are given in terms of characters, but we represent the sequence as a sequence of BPE-segmented subwords BIBREF17. To solve the ambiguity, len is the character length of the sequence, while pos is the character count of all the preceding tokens.
Answer: They introduce new trigonometric encoding which besides information about position uses additional length information (abs or relative).
Question: Tell me whether these numbers are odd or even
Answer: 10, 2, 7, 17, 777, 1284, 28, 57, 298, 102
Question: Tell me whether these objects float or sink in water: oil, leaves, boats, baseball, phone, coins
Answer: Oil: Float
Leaves: Float
Boats: Float
Baseball: Sink
Phone: Sink
Coins: Sink
Question: What is Cincinnati style chili?
Evidence: Cincinnati chili (or Cincinnati-style chili) is a Mediterranean-spiced meat sauce used as a topping for spaghetti or hot dogs ("coneys"); both dishes were developed by immigrant restaurateurs in the 1920s. In 2013, Smithsonian named one local chili parlor one of the "20 Most Iconic Food Destinations in America". Its name evokes comparison to chili con carne, but the two are dissimilar in consistency, flavor, and serving method; Cincinnati chili more closely resembles Greek pasta sauces and spiced-meat hot dog topping sauces seen in other parts of the United States.

Ingredients include ground beef, water or stock, tomato paste, spices such as cinnamon, nutmeg, allspice, clove, cumin, chili powder, bay leaf, and in some home recipes unsweetened dark chocolate in a soupy consistency. Customary toppings include cheddar cheese, onions, and beans; specific combinations of toppings are known as "ways". The most popular order is a "three-way", which adds shredded cheese to the chili-topped spaghetti (a "two-way"), while a "four-way" or "five-way" adds onions and/or beans before topping with the cheese. Ways are often served with oyster crackers and a mild hot sauce. Cincinnati chili is almost never served or eaten by the bowl.

While served in many local restaurants, it is most often associated with the over 250 independent and chain "chili parlors" (restaurants specializing in Cincinnati chili) found throughout greater Cincinnati with franchise locations throughout Ohio and in Kentucky, Indiana, Florida, and the Middle East. The dish is the Cincinnati area's best-known regional food.
Answer: Cincinnati chili is a cinnamon and nutmeg flavored meat sauce with a soupy consistency, that is served over plain spaghetti noodles with optional toppings of shredded cheddar, diced white onion, and/or kidney beans, and a side of oyster crackers.   It is also served on top of mini hotdogs known as "coneys."  The way to order like a native is to describe your order as a "three-way," "four-way," or "five-way" the number reflecting the additional toppings desired.  For example, "four-way bean" is a platter of spaghetti with meat sauce, cheese and kidney beans, whereas a "three-way" is spaghetti, meat sauce and cheese only.  A 'five way" is everything - spaghetti, meat sauce, cheese, beans, and diced onion.
Question: List the first four main characters of Ann M. Martin's "The Baby-Sitters Club" books.
Answer: Kristy Thomas, Mary Anne Spier, Claudia Kishi, and Stacey McGill
Question: What to do when you are bored?
Answer: If you are bored, you can use this as an opportunity to read a book, go outside for a walk, learn something new, paint, color, draw, call a friend that you haven't spoken to in a while, make a to-do list of items that you've been putting off and get to work on those, yard work, spend time volunteering to help a friend or non-profit. Look at being bored as an opportunity versus a burden, I think that will help!
Question: Which is a bird or fish: Black guillemot, Black bass
Answer: Black guillemot is a bird, Black bass is a fish
Question: Who is known as The Invincibles in English football?
Evidence: In football, "The Invincibles" is a nickname used to refer to the Preston North End team of the 1888–89 season, managed by William Sudell, and the Arsenal team of the 2003–04 season managed by Arsène Wenger.  Preston North End earned the nickname after completing an entire season undefeated in league and cup competition (27 games), while Arsenal were undefeated in the league (38 games) in a run that stretched to a record 49 games. The actual nickname of the Preston team was the "Old Invincibles" but both versions have been in use.
Answer: Preston North End & Arsenal Football Club
Question: Based on this paragraph, give me a summary of what a kidney donor chain is.
Evidence: Exchanges and chains are a novel approach to expand the living donor pool. In February 2012, this novel approach to expand the living donor pool resulted in the largest chain in the world, involving 60 participants organized by the National Kidney Registry. In 2014 the record for the largest chain was broken again by a swap involving 70 participants. The acceptance of altruistic donors has enabled chains of transplants to form. Kidney chains are initiated when an altruistic donor donates a kidney to a patient who has a willing but incompatible donor. This incompatible donor then 'pays it forward' and passes on the generosity to another recipient who also had a willing but incompatible donor. Michael Rees from the University of Toledo developed the concept of open-ended chains. This was a variation of a concept developed at Johns Hopkins University. On 30 July 2008, an altruistic donor kidney was shipped via commercial airline from Cornell to UCLA, thus triggering a chain of transplants. The shipment of living donor kidneys, computer-matching software algorithms, and cooperation between transplant centers has enabled long-elaborate chains to be formed.
https://en.wikipedia.org/wiki/Kidney_transplantation
Answer: When a donor wishes to give their kidney to a specific patient but they are not a match with that patient, they can join a kidney donor chain to accelerate the process of finding an organ for the patient. In exchange for giving their kidney to another patient, the patient they had wanted to help can be paired with another donor who is a match for them but not for the patient to whom they wish to donate their kidney.
Question: What makes airplanes fly?
Answer: When an airplane engine starts, the propeller creates thrust and pulls the airplane forward.  As the airplane moves forward, more and more air moves over the wing.  The airplane wings are designed to be curved over the top and flat across the bottom.  As a result, the air molecules take longer to travel over the top of the wing than they do on the underside.  This creates a differential in air pressure between the top and bottom of the wing.  The difference in air pressure is called Lift.  As thrust increases and pulls the plane forward, the lift eventually increases enough to overcome the weight and drag and the airplane will take flight.
Question: What are five creative ways to use paper?
Answer: 1. Make origami figures
2. Create 2D or 3D paper art
3. Scrapbooking
4. Create a paper fortune teller game
5. Create paper luminaires
Question: What is the Great American Novel?
Answer: The Great American Novel refers to a literary work that fully embodies the spirit and essence of American life. There is no critical consensus on what books can be considered a Great American Novel, but some common examples include The Adventures of Huckleberry Twin by Mark Twain, Moby Dick by Herman Melville, The Great Gatsby by F. Scott Fitzgerald, and The Grapes of Wrath by John Steinbeck.
Question: Tell me whether these companies are banks or car manufacturers: Chase, Wells Fargo, GMC, Ford, Tesla, Truist
Answer: Chase: Bank
Wells Fargo: Bank
GMC: Car Manufacturer
Ford: Car Manufacturer
Tesla: Car Manufacturer
Truist: Bank
Question: Why was the Laos team disqualified?
Evidence: Also on 22 September, the men's doubles team for Sepak Takraw were bronze medalists. The Laos team were disqualified for failure to play their semi-final match. Singapore had the best record of the teams that were eliminated from progression to the semi-finals, which was the fifth best record of all teams after the group stage. The team consisted of Mohamad Farhan Amran, Muhammad Hafiz Nor Izam Ja'afar and Eddy Nor Shafiq Sahari.
Answer: The Laos team was disqualified for failure to play their semi-final match.
Question: Is social media good for you ?
Answer: There are conflicting views on the impact of social media.  On  the positive end, social media has enabled stronger connections between humans, democratized media creation and access and become a source of entertainment for millions around the world.   On the negative end, it has fostered division between people with differing opinions, used as a means to spread misinformation, contributed to self-esteem issues stemming from mischaracterization of life and contributed towards productivity loss.

In summary, it is safe to conclude that the benefits of social media outdo its negative impact.
Question: Describe a recurring dream you've had.
Answer: All my life I've had a recurring dream where I'm being chased. Sometimes it's by zombies, sometimes by the police, sometimes by communists (my grandpa would make me watch Red Dawn over and over as a child). Usually it will start outdoors, and I'll be hiding behind trees, racing across rickety bridges, and leaping ditches. Eventually it always ends up in a large old house with many staircases and closets. Often the hallways will narrow to tiny doors that no human can fit through. In my dream I must navigate the house, hiding from my pursuers. I've always been curious why I have this dream over and over.
Question: How do they evaluate their sentence representations?
Evidence: We follow a similar evaluation protocol to those presented in BIBREF6 , BIBREF8 , BIBREF9 which is to use our learned representations as features for a low complexity classifier (typically linear) on a novel supervised task/domain unseen during training without updating the parameters of our sentence representation model. We also consider such a transfer learning evaluation in an artificially constructed low-resource setting. In addition, we also evaluate the quality of our learned individual word representations using standard benchmarks BIBREF36 , BIBREF37 .
We follow a similar evaluation protocol to those presented in BIBREF6 , BIBREF8 , BIBREF9 which is to use our learned representations as features for a low complexity classifier (typically linear) on a novel supervised task/domain unseen during training without updating the parameters of our sentence representation model. We also consider such a transfer learning evaluation in an artificially constructed low-resource setting. In addition, we also evaluate the quality of our learned individual word representations using standard benchmarks BIBREF36 , BIBREF37 .
Answer: The answers are shown as follows:
* standard benchmarks BIBREF36 , BIBREF37
* to use our learned representations as features for a low complexity classifier (typically linear) on a novel supervised task/domain unseen during training without updating the parameters
* transfer learning evaluation in an artificially constructed low-resource setting
Question: tell me about the three body problem novel
Evidence: The Three-Body Problem (Chinese: 三体; lit. 'Three-Body') is a science fiction novel written by the Chinese writer Liu Cixin. The title refers to the three-body problem in orbital mechanics. It is the first novel of the Remembrance of Earth's Past (Chinese: 地球往事) trilogy, but the whole series is often referred to as Three-Body. The trilogy's second and third novels are The Dark Forest and Death's End, respectively.
The first volume of The Three-Body Problem was originally serialized in Science Fiction World in 2006 and published as a standalone book in 2008, becoming one of the most successful Chinese science fiction novels of the last two decades. The novel received the Chinese Science Fiction Yinhe ("Galaxy") Award in 2006 along with many more over the years. By 2015, a Chinese film adaptation of the same name was in production.

The English translation by Ken Liu was published by Tor Books in 2014. Thereafter, it became the first Asian novel ever to win a Hugo Award for Best Novel, and was nominated for the Nebula Award for Best Novel.

The series portrays a fictional past, present and future where, in the first book, Earth encounters an alien civilization in a nearby star system that consists of three solar-type stars orbiting each other in an unstable three-body system.
Answer: Three body problem is a breaking through science friction book written by Cixin Liu，a chinese novelist. The book has a macro imagination and profound perspective about human beings, society , nature and the entire universe. It is considered the number one science fiction book in China.
Question: What are the books in the 'A Song of Ice and Fire' series and when were they released?
Answer: The books in the 'A Song of Ice and Fire' series are:

- A Game of Thrones [August 1996]
- A Clash of Kings [February 1999]
- A Storm of Swords [November 2000]
- A Feast for Crows [November 2005]
- A Dance with Dragons [July 2011]
- The Winds of Winter 
- A Dream of Spring
Question: Is green tea good for health ?
Answer: Green tea is a beverage that has been used for medicinal purposes in China and Japan for hundreds years. Among all studies on green tea’s benefits, here are some of the most known : lose weight, lower cholesterol, lower blood-pressure or digest more easily. Besides its health benefits, people also drink green tea because it tastes good.
Question: Name the Pandavas.
Evidence: The Pandavas (Sanskrit: पाण्डव, IAST: Pāṇḍava) refers to the five legendary brothers— Yudhishthira, Bhima, Arjuna, Nakula and Sahadeva—who are the central characters of the Hindu epic Mahabharata. They are acknowledged as the sons of Pandu, the King of Kuru, but were fathered by different Devas (gods) due to Pandu's inability to naturally conceive children. In the epic, the Pandavas married Draupadi, the princess of Panchala, and founded the city of Indraprastha after the Kuru Kingdom was split to avoid succession disputes. After their paternal cousins the Kauravas—led by Duryodhana—tricked them into surrendering their kingdom and refused to return it, the Pandavas waged a civil war against their extended family, and this conflict was known as the Kurukshetra War. With the help of the god Krishna, the Pandavas eventually won the war with the death of the Kauravas, albeit at great cost.
Answer: The Pandavas (sons of Pandu) are Yudhishthira, Bhima, Arjuna, Nakula and Sahadeva.
Question: What is the difference in performance between the interpretable system (e.g. vectors and cosine distance) and LSTM with ELMo system?
Evidence: The experimental results are presented in Table TABREF4 . Diacritic swapping showed a remarkably poor performance, despite promising mentions in existing literature. This might be explained by the already mentioned feature of Wikipedia edits, which can be expected to be to some degree self-reviewed before submission. This can very well limit the number of most trivial mistakes.
FLOAT SELECTED: Table 1: Test results for all the methods used. The loss measure is cross-entropy.
The experimental results are presented in Table TABREF4 .
FLOAT SELECTED: Table 1: Test results for all the methods used. The loss measure is cross-entropy.
Answer: Accuracy of best interpretible system was 0.3945 while accuracy of LSTM-ELMo net was 0.6818.