DataHammer/scimrc huggingface dataset:
Question: On a trip to the beach, what can I do to prevent getting sun burned?
Answer: Here are some things you can do to prevent being sun burned at the beach:
- Don't go to the beach if the UV is over 7
- Bring a tent to the beach so you can be in the shade
- Wear strong sunscreen and reapply it regularly
- Wear SPF protected long sleeve shirts
- Wear a hat to cover your head and face
Question: what is the national language for India?
Answer: There is no national language for India. However, the constitution of India specifically mentions that the official language of the Union shall be Hindi in Devanagari script.
Question: Extract all of the names of people mentioned in this paragraph and list them using bullets in the format {Name}
Evidence: The magazine was part of Mondadori and was based in Milan. Its first editor was Alberto Mondadori who was succeeded in the post by Enzo Biagi in 1953. During the period until 1960 when Enzo Biagi edited Epoca the magazine covered current affairs news, social attitudes as well as TV news. The magazine also included frequent and detailed articles about Hollywood stars of the period and Italian movie stars such as Gina Lollobrigida. The weekly had offices in New York City, Paris and Tokyo. From June 1952 to the late 1958 the Cuban-Italian writer Alba de Céspedes wrote an agony column, called Dalla parte di lei, in the magazine.
Answer: • Enzo Biagi
• Alberto Mondadori
• Gina Lollobrigida
• Alba de Céspedes
Question: How can I schedule and run an effective meeting?
Answer: First make sure you have a clear goal that you want to achieve, and you can express it clearly. Decide who is required for the meeting to be successful, and the role that each participant plays. Consider sending out material that can be read in advance to prepare for the meeting, so you don't spend too much time during the meeting to bring people up to speed. During the meeting, do your best to keep the conversation on track, and don't be afraid to defer discussions for a later time. Keep an eye out on the time and make sure you leave a few minutes at the end to summarize the action items and ensure each has a clear owner and due date. Last but not least, take good notes that you can share to the team and remind everyone of the discussion.
Question: Q: What treatments are available in the U.S. to treat COVID-19?
Answer: A: The FDA has approved and authorized treatments for COVID-19 for emergency use during this public health emergency. View the FDA’s Emergency Use Authorization (EUA) page to see all products authorized to treat COVID-19. Read our article: Know Your Treatment Options for COVID-19.
Question: Which industry is the top industry in Gabon's economy?
Evidence: The economy of Gabon is characterized by strong links with France, large foreign investments, dependence on skilled foreign labor, and decline of agriculture. Gabon enjoys a per capita income four times that of most nations of sub-Saharan Africa, its reliance on resource extraction industry releasing much of the population from extreme poverty.

The country is rich in natural resources such as timber, manganese and oil. The country is the fifth largest oil producing nation in Africa, which has helped drive its strong growth in the later 20th century.

The oil sector now accounts for 50% of GDP and 80% of exports. Although there have been recent offshore finds, oil production is now declining from its peak of 370,000 barrels per day (59,000 m3/d) in 1997, and periods of low oil prices have had a negative impact on government revenues and the economy. In 2012 there were six active oil rigs in Gabon.

The government has plans to diversify its economy away from its dwindling oil reserves. The government announced in 2012 that it would reassess exactly how much iron ore the Belinga site contains before awarding the concession to a mining company, most likely to be China's CMEC, which temporarily secured the rights to the ore in 2007.

Around 80% of Gabonese live in cities. The capital city, Libreville is home to 59% of the total population. The remainder of the country is still sparsely populated, as those areas remain densely forested.
Answer: Oil industry is the largest industry in Gabon, accounting for 50% of its GDP and 80% of exports. But, its contribution is declining.
Question: What is their speech recognition system able to do?
Evidence: Our speech recognition system, builds on the recently proposed Listen, Attend and Spell network BIBREF12 . It is an attention-based seq2seq model that is able to directly transcribe an audio recording INLINEFORM0 into a space-delimited sequence of characters INLINEFORM1 . Similarly to other seq2seq neural networks, it uses an encoder-decoder architecture composed of three parts: a listener module tasked with acoustic modeling, a speller module tasked with emitting characters and an attention module serving as the intermediary between the speller and the listener: DISPLAYFORM0 
Our speech recognition system, builds on the recently proposed Listen, Attend and Spell network. It is an attention-based seq2seq model that is able to directly transcribe an audio recording x into a space-delimited sequence of characters y.
Answer: It is able to directly transcribe an audio recording  into a space-delimited sequence of characters.
Question: Which characters belong to DC or Marvel Universe? Hulk, Spectre
Answer: Spectre is DC, Hulk is Marvel
Question: Provide a list of your 5 dream cars
Answer: 1. 49 Mercury Coup
2. 67 Camera
3. Ferrari California
4. Lamborghini Diablo 
5. Jeep Grand Wagoneer
Question: Where has the word ciao originated
Evidence: Ciao (/tʃaʊ/ CHOW, Italian: [ˈtʃaːo] (listen)) is an informal salutation in the Italian language that is used for both "hello" and "goodbye".

Originally from the Venetian language, it has entered the vocabulary of English and of many other languages around the world. Its dual meaning of "hello" and "goodbye" makes it similar to shalom in Hebrew, salaam in Arabic, annyeong in Korean, aloha in Hawaiian, drud (bedrud) in Persian, and chào in Vietnamese (the latter is a false cognate; the two words are not linguistically related despite sounding similar to each other).
Answer: Ciao is an informal salutation in the Italian language that is used for both "hello" and "goodbye".

Originally from the Venetian language, it has entered the vocabulary of English and of many other languages around the world. Its dual meaning of "hello" and "goodbye" makes it similar to shalom in Hebrew, salaam in Arabic, annyeong in Korean, aloha in Hawaiian, drud (bedrud) in Persian, and chao in Vietnamese (the latter is a false cognate; the two words are not linguistically related despite sounding similar to each other).
Question: What are the two professional  football teams in Chicago?
Answer: Chicago Bears and Chicago White Sox
Question: Classify each of the following as either elements or minerals: oxygen, cobalt, phosphorus, nitrogen, graphite, quartz, carbon, and clay.
Answer: Oxygen, cobalt, nitrogen, and carbon are elements. Phosphorus, graphite, quartz, and clay are minerals.
Question: How much PVC produced each year?
Evidence: Polyvinyl chloride (alternatively: poly(vinyl chloride), colloquial: polyvinyl, or simply vinyl; abbreviated: PVC) is the world's third-most widely produced synthetic polymer of plastic (after polyethylene and polypropylene). About 40 million tons of PVC are produced each year.
Answer: Each year about 40 million tons of PVC are produced.
Question: Tell me which of these are science fiction movies and which are fantasy: Lord of the Rings, Star Trek, Princess Mononoke, the Wheel of Time, District 9
Answer: From your list, the science fiction movies are Star Trek and District 9. The Fantasy movies are Lord of the Rings, Princess Mononoke, and the Wheel of Time.
Question: Which movie(s) inspired the 2019 DC comic movie Joker?
Answer: The movie Joker is heavily influenced by 1970-1980 Martin Scorsese movies such as the The King of Comedy and Taxi Driver, the former of which is one of Scorseses' least-known movies. The titular character, Joker, is also created based on studies of mentally-ill main characters from the above-mentioned movies, Rupert Pupkin and Travis Bickle. The lead actor of both Scorsese movies, Robert De Niro, even played a role in Joker to pay homage to Rupert Pupkin.
Question: When was the New York City song released?
Evidence: "New York City" is a song by American singer Lenny Kravitz, written by Kravitz and Craig Ross. The song was released on October 21, 2014, as the third single from the Kravitz's tenth studio album Strut.
Answer: The New York City was released on October 21, 2014.
Question: What machine learning library is used?
Evidence: We used Pytorch BIBREF5 for implementation. In our experiments, we find that fine-tuning initialized Glove embeddings performed better than frozen embeddings. Object level representations play a critical role to generate a correct response from the model. Eventually, we use an ensemble of all the models described above for our final submission. Table TABREF9 summarizes our results on validation set while Table TABREF8 on Test-Standard split.
We used Pytorch2 [4] for implementation.
Answer: Pytorch2.
Question: Who is Pana Chand Meghwal
Evidence: Pana Chand Meghwal is an Indian politician from the Indian National Congress and former member of the Rajasthan Legislative Assembly. He was elected to represent the Baran-Atru Constituency. He resigned from Rajasthan assembly on 15 August 2022. Miffed over cases of alleged atrocities on dalits, Congress MLA Pana Chand Meghwal sent his resignation to chief minister Ashok Gehlot, saying he does not have the right to stay as an MLA if he cannot protect the rights of his community.
Answer: Pana Chand Meghwal is an Indian politician from the Indian National Congress and former member of the Rajasthan Legislative Assembly. He was elected to represent the Baran-Atru Constituency.
Question: What type of screen is typically on a Handheld device?
Evidence: A mobile device (or handheld computer) is a computer, small enough to hold and operate in the hand. Mobile devices typically have a flat LCD or OLED screen, a touchscreen interface, and digital or physical buttons. They may also have a physical keyboard. Many such devices can connect to the Internet and connect with other devices such as car entertainment systems or headsets via Wi-Fi, Bluetooth, cellular networks or near field communication. Integrated cameras, the ability to place and receive voice and video telephone calls, video games, and Global Positioning System (GPS) capabilities are common. Power is typically provided by a lithium-ion battery. Mobile devices may run mobile operating systems that allow third-party applications to be installed and run.
Answer: A handheld device typically has a flat LCD or OLED screen,
Question: What is the Tau Circle Constant?
Answer: Tau is defined as the ratio of a circle's circumference to its radius.  Some 21st century mathematicians and physicists believe Tau is a better choice than Pi for use in science and mathematics.

Like Pi, Tau is an irrational and transcendental number.  In decimal form, the value of Tau is 6.283185…

Part of the motivation for Tau is the observation that the number 2*Pi or 2π occurs with surprising frequency throughout science and mathematics.  This raises the question of whether Pi is really an important number or something equal to two times Pi is actually more important.  Perhaps the implication is that Pi is exactly one half of some very important number!

Further consideration of the question leads to several compelling observations:

	- Using C/r as the key circle constant is better aligned with the way we define a circle: the set of all points a fixed distance (r) form a give point.
	- Radian angle measurements of fraction of a circle make much more sense when Tau is used as the base constant.  Using Pi, on quarter of a circle is Pi is Pi/2, one half is Pi, and the angle of a a full circle is 2*Pi.  With Tau, the angle measures are intuitively aligned to the fraction of a circle: a quarter circle is Tau/4, a half circle is Tau/2 and the angle of a full circle is Tau.  
	- Similarly, the radian zeroes, max, and min of the sin and cosine functions align to fractions of Tau in an intuitive fashion that aids, rather than confuses, understanding.
	- Key formulas that traditionally use Pi actually show more clear mathematical meaning when expressed using Tau.  For example, the area of a circle itself, when expressed with Tau, shows the same pattern of quadratic forms in distance fallen, spring energy, and kinetic energy.
	- Similarly, the tau-based formula for circular area actually confirms to the original proof by Archimedes showing that area of a circle equals the area of a triangle with base C (circumference) and height r (radius):  A = 1/2 b*h = 1/2 C*r = 1/2 (Tau*r)*r = 1/2 Tau*r^2.


Tau has seen significant adoption since it was originally proposed.  

The relationship between Tau and Pi is very simple.  Tau = 2*Pi.  Perhaps just as informative is the fact that Tau > Pi.
Question: What causes Type 2 Diabetes?
Answer: Type 2 diabetes primarily occurs as a result of obesity and lack of exercise. Some people are genetically more at risk than others.
Question: Provide 5 different ways you could improve a typical home's ambience
Answer: 1.	Remove clutter from common spaces 
2.	Add artwork to blank walls 
3.	Use common color themes within rooms  
4.	Match lighting to room purpose and vibe  
5.	Place a houseplant near the edge of the living room
Question: What are index funds?
Answer: Index funds are investment funds that follow a benchmark index, such as the S&P 500 or the Nasdaq 100. When you put money in an index fund, that cash is then used to invest in all the companies that make up the particular index, which gives you a more diverse portfolio than if you were buying individual stocks.
Question: What can you produce by chopping down a tree?
Answer: Trees can be chopped for wood, or paper products.
Question: List the movies of Ranjit Mallick.
Evidence: Ranjit Mallick (রঞ্জিত মল্লিক) (born 28 September 1944) is an Indian actor who works mainly in Bengali cinema. He is particularly known for appearing in films such as Interview, Mouchak, Shatru, Shakha Proshakha, Guru Dakshina, Amader Songsar, Indrajit, Jiban Niye Khela, Nabab, Sathi, Nater Guru, Gyarakal, Chander Bari and Bajimaat. He was also the Sheriff of Kolkata for the year 2014. He is one of the most anticipated actors of Bengali cinema and has been a part of more than 100 films as of now.

Ranjit was born on 28 September 1944 in Calcutta, West Bengal, into the Mallick Bari of Bhowanipore (a family belonging to the Vaidya (Baidya) community, which is closely associated with Kolkata's Barat and Gupta families), known for its Durga Puja.[citation needed] His nickname is Ranju. He studied at the Asutosh College and later at the Syamaprasad College of the University of Calcutta.
Answer: Interview, Mouchak, Shatru, Shakha Proshakha, Guru Dakshina, Amader Songsar, Indrajit, Jiban Niye Khela, Nabab, Sathi, Nater Guru, Gyarakal, Chander Bari, Sheriff of Kolkata and Bajimaat.
Question: Which of these are Teenage Mutant Ninja Turtles: Leonardo, Guido, Shredder, Luca, Enzo, Maximiliano, Giulia, Donatello, Raphael, Diego, Pedro, Michelangelo, John
Answer: The Teenage Mutant Ninja Turtles are Leonardo, Raphael, Michelangelo, and Donatello. Guido, Shredder, Luca, Enzo, Maximiliano, Giulia, Diego, Pedro, and John are not Teenage Mutant Ninja Turtles.
Question: Write me a song about a summer romance
Answer: Verse 1:
I walked for miles in no direction
To find that all roads lead back to you
Was in denial of your imperfections
I saw only what I wanted to

I still remember when you told me
That one day I'd see my name in lights
It was December I still see it clearly
We both knew it'd be our last goodbye

Chorus:
Flashback to summer
Until the sun came up
We rode the night out
Yea we were so in love

Flashback to summer
Until the sun came up
We rode the night out
Yea we were so messed up

Verse 2:

I watched your tail lights fade into darkness
I'd like to think we gave it all we had
Under the moonlight left defenseless
Suffered from a broken heart attack

I thought you knew me like nobody else could
But I never thought I'd see you leave
Now I here I am feeling misunderstood
I guess that's love when you're naive

Chorus:
Flashback to summer
Until the sun came up
We rode the night out
Yea we were so in love

Flashback to summer
Until the sun came up
We rode the night out
Stars shone bright above

Bridge:
It was a summer to remember 
The music could've played forever
But we both knew that it wouldn't last for long

We burned fast and we burned bright
Until you drove away that night
And left me wondering where did things go wrong


Chorus:
Flashback to summer
Until the sun came up
We rode the night out
Yea we were so in love

Flashback to summer
Until the sun came up
We rode the night out
And stars shone bright above
Question: What is world of warcraft
Answer: World of warcraft is a massive online multi player role playing game. It was released in 2004 by bizarre entertainment
Question: Name some of the top basketball players
Answer: Michael Jordan
Steph Curry
Magic Johnson
Larry Bird
Kobe Bryant
Kevin Durant
Lebron James
Question: Give me the instructions on how to escape a labyrinth
Answer: Either choose the wall on your left or your right and follow that wall until you reach the exit
Question: What can a work group do to promote psychological safety?
Answer: Respect personal time by not sending slack messages or meeting invites when the teammate is away.
Ask for detailed and specific feedback.
Assume positive intent.
Over-include people and respect when they want or need to step back.
Clarify roles on projects. 
If you need someone to take on an action item, ask for it.
See to create a culture of collaboration
Question: How is the correct number of experts to use decided?
Evidence: Each expert in the MoE layer is a feed forward network with one ReLU-activated hidden layer of size 1024 and an output layer of size 512. Thus, each expert contains INLINEFORM0 parameters. The output of the MoE layer is passed through a sigmoid function before dropout. We varied the number of experts between models, using ordinary MoE layers with 4, 32 and 256 experts and hierarchical MoE layers with 256, 1024 and 4096 experts. We call the resulting models MoE-4, MoE-32, MoE-256, MoE-256-h, MoE-1024-h and MoE-4096-h. For the hierarchical MoE layers, the first level branching factor was 16, corresponding to the number of GPUs in our cluster. We use Noisy-Top-K Gating (see Section UID14 ) with INLINEFORM1 for the ordinary MoE layers and INLINEFORM2 at each level of the hierarchical MoE layers. Thus, each example is processed by exactly 4 experts for a total of 4M ops/timestep. The two LSTM layers contribute 2M ops/timestep each for the desired total of 8M.
We varied the number of experts between models, using ordinary MoE layers with 4, 32 and 256 experts and hierarchical MoE layers with 256, 1024 and 4096 experts.
Answer: The answers are shown as follows:
* varied the number of experts between models
Question: Which of these programming languages is different from the others : C++, Java, Go, Scala
Answer: All these are general-purpose programming languages that are object-oriented. But Scala is the only functional programming language in the list. Scala is built to run on Java virtual machine and has a similar structure as Java. But its use of functional programming constructs makes it more suitable for data intensive and distributed applications.

Most languages in this list support some form of functional programming constructs, but Scala is the only one built with functional programming as a core concept.
Question: Which phenomenon is the hardest to be captured by using round-trip translations？
Evidence: Machine translation has made remarkable progress, and studies claiming it to reach a human parity are starting to appear BIBREF0. However, when evaluating translations of the whole documents rather than isolated sentences, human raters show a stronger preference for human over machine translation BIBREF1. These findings emphasize the need to shift towards context-aware machine translation both from modeling and evaluation perspective.
Most previous work on context-aware NMT assumed that either all the bilingual data is available at the document level BIBREF2, BIBREF3, BIBREF4, BIBREF5, BIBREF6, BIBREF7, BIBREF8, BIBREF9, BIBREF10 or at least its fraction BIBREF11. But in practical scenarios, document-level parallel data is often scarce, which is one of the challenges when building a context-aware system.
We introduce an approach to context-aware machine translation using only monolingual document-level data. In our setting, a separate monolingual sequence-to-sequence model (DocRepair) is used to correct sentence-level translations of adjacent sentences. The key idea is to use monolingual data to imitate typical inconsistencies between context-agnostic translations of isolated sentences. The DocRepair model is trained to map inconsistent groups of sentences into consistent ones. The consistent groups come from the original training data; the inconsistent groups are obtained by sampling round-trip translations for each isolated sentence.
To validate the performance of our model, we use three kinds of evaluation: the BLEU score, contrastive evaluation of translation of several discourse phenomena BIBREF11, and human evaluation. We show strong improvements for all metrics.
We analyze which discourse phenomena are hard to capture using monolingual data only. Using contrastive test sets for targeted evaluation of several contextual phenomena, we compare the performance of the models trained on round-trip translations and genuine document-level parallel data. Among the four phenomena in the test sets we use (deixis, lexical cohesion, VP ellipsis and ellipsis which affects NP inflection) we find VP ellipsis to be the hardest phenomenon to be captured using round-trip translations.
Our key contributions are as follows:
we introduce the first approach to context-aware machine translation using only monolingual document-level data;
our approach shows substantial improvements in translation quality as measured by BLEU, targeted contrastive evaluation of several discourse phenomena and human evaluation;
we show which discourse phenomena are hard to capture using monolingual data only.
Among the four phenomena in the test sets we use (deixis, lexical cohesion, VP ellipsis and ellipsis which affects NP inflection) we find VP ellipsis to be the hardest phenomenon to be captured using round-trip translations.
Answer: VP ellipsis.
Question: Best place to visit in West bengal
Answer: 1. Darjeeling 
2, Kolkata