DataHammer/scimrc huggingface dataset:
Question: Please summarize the history of the development of Roche Percee based on this article
Evidence: In 1872 the Boundary Commission travelled through this area while surveying the border between Canada and the United States. During the 1874 March West trek of the North-West Mounted Police, the force established its first camp (called Short Creek Camp) at this location. The community began being served by the Soo Line in 1893, permitting the coal mines in the region to become operational. Roche Percée incorporated as a village on January 12, 1909.
Answer: Roche Percee was originally explored in 1872 by the Boundary Commission before a small camp was built in the area in 1874 by the North-West Mounted Police. The area then grew further after the establishment of the Soo Line train, with coal mining helping to grow the area. Eventually, Roche Percee was finally incorporated in the beginning of 1909.
Question: Classify each of the following as either a US state or a country in the world: Illinois, Arizona, Iran, Washington, India, Bulgaria, Taiwan, New Mexico, Brazil
Answer: The US states are: Illinois, Arizona, Washington, New Mexico
Countries of the world are: Iran, India, Bulgaria, Brazil
Question: What work will the team focus on in the future?
Evidence: In this paper, we presented two methods for long documents using BERT model: RoBERT and ToBERT. We evaluated our experiments on two classification tasks - customer satisfaction prediction and topic identification - using 3 datasets: CSAT, 20newsgroups and Fisher. We observed that ToBERT outperforms RoBERT on pre-trained BERT features and fine-tuned BERT features for all our tasks. Also, we noticed that fine-tuned BERT performs better than pre-trained BERT. We have shown that both RoBERT and ToBERT improved the simple baselines of taking an average (or the most frequent) of segment-wise predictions for long documents to obtain final prediction. Position embeddings did not significantly affect our models performance, but slightly improved the accuracy on the CSAT task. We obtained the best results on Fisher dataset and good improvements for CSAT task compared to the CNN baseline. It is interesting to note that the longer the average input in a given task, the bigger improvement we observe w.r.t. the baseline for that task. Our results confirm that both RoBERT and ToBERT can be used for long sequences with competitive performance and quick fine-tuning procedure. For future work, we shall focus on training models on long documents directly (i.e. in an end-to-end manner).
For future work, we shall focus on training models on long documents directly (i.e. in an end-to-end manner).
Answer: They shall focus on training models on long documents directly (i.e. in an end-to-end manner).
Question: Which Philip K. Dick novel was the basis for the movie "Blade Runner"?
Answer: Do Androids Dream of Electric Sheep?
Question: What are the best Sherlock Holmes short stories?
Answer: While "best" can be subjective, the author of the Sherlock Holmes series, Sir Arthur Conan Doyle, selected his own list of 12 short stories that he thought were the best. His list was this: 
1. The Speckled Band
2. The Red-Headed League
3. The Dancing Men
4. The Final Problem
5. A Scandal in Bohemia
6. The Empty House
7. The Five Orange Pips
8. The Second Stain
9. The Devil’s Foot
10. The Priory School
11. The Musgrave Ritual
12. The Reigate Squires
Question: What is IMAP?
Answer: Internet Message Access Protocol (IMAP) is a standard email retrieval protocol. It stores email messages on a mail server and enables the recipient to view and manipulate them as though they were stored locally on their device.
Question: How many time zones does Alaska have?
Answer: Alaska has two time zones: Alaska Time Zone (UTC-09:00 standard and UTC-08:00 daylight saving) and Hawaii-Aleutian Time Zone (UTC-10:00 standard and UTC-09:00 daylight saving). The latter is used only by islands on the Aleutian chain that are west of 169°30′W.
Question: Can existing Delta tables be converted into DLT?
Answer: Delta Live Tables is actually the pipeline that manages the table, so you don't need to “convert” a delta table, you just migrate the pipeline to a Live Tables pipeline.
Migrating an existing pipeline to Delta Live Tables is mostly refactoring the code which writes to a delta table. It still uses your existing transformations and data sources.
Question: Who is the best baseball player of all time?
Answer: There is no single answer to this question. The most common candidates are Babe Ruth, Barry Bonds, Willie Mays, or Hank Aaron.
Question: Given this paragraph about Drangajökull, tell me where it's located.
Evidence: Drangajökull (pronounced [ˈtrauŋkaˌjœːkʏtl̥], regionally also [ˈtraŋk-]) is the northernmost glacier of Iceland. It is situated southwest of the peninsula Hornstrandir in the Westfjords region. The glacier covers an area of 160–200 km2 (62–77 sq mi), at an altitude of up to 925 m (3,035 ft). It is the only Icelandic glacier which lies entirely below an altitude of 1000 metres and also the only one that has not shrunk in recent years.
Answer: Drangajökull is located in Iceland in the Westfjords region.
Question: What dispatchable source of power on electric grids are faster than battery storage power stations?
Evidence: A battery storage power station is a type of energy storage power station that uses a group of batteries to store electrical energy. Battery storage is the fastest responding dispatchable source of power on electric grids, and it is used to stabilise those grids, as battery storage can transition from standby to full power in under a second to deal with grid contingencies.

At full rated power, battery storage power stations are generally designed to output for up to a few hours. Battery storage can be used for short-term peak power and ancillary services, such as providing operating reserve and frequency control to minimize the chance of power outages. They are often installed at, or close to, other active or disused power stations and may share the same grid connection to reduce costs. Since battery storage plants require no deliveries of fuel, are compact compared to generating stations and have no chimneys or large cooling systems, they can be rapidly installed and placed if necessary within urban areas, close to customer load.
Answer: None. Battery storage is the fastest responding dispatchable source of power on electric grids.
Question: Tell me whether these are cars or CA Amtrak lines: Tesla Model 3, Capitol Corridor, Chevy Nova, Honda Accord, California Zephyr, Subaru Impreza, Coast Starlight, Pacific Surfliner, San Joaquins
Answer: The Amtrak routes are the Capitol Corridor, California Zephyr, Coast Starlight, Pacific Surfliner, and San Joaquins, and the cars are the Tesla Model 3,  Chevy Nova, Honda Accord, and Subaru Impreza.
Question: In the two-player game setting, what are the functions of discriminator and generator respectively?
Evidence: Language models can be optimized to recognize syntax and semantics with great accuracy BIBREF0. However, the output generated can be repetitive and generic leading to monotonous or uninteresting responses (e.g “I don't know”) regardless of the input BIBREF1. While application of attention BIBREF2, BIBREF3 and advanced decoding mechanisms like beam search and variation sampling BIBREF4 have shown improvements, it does not solve the underlying problem. In creative text generation, the objective is not strongly bound to the ground truth—instead the objective is to generate diverse, unique or original samples. We attempt to do this through a discriminator which can give feedback to the generative model through a cost function that encourages sampling of creative tokens. The contributions of this paper are in the usage of a GAN framework to generate creative pieces of writing. Our experiments suggest that generative text models, while very good at encapsulating semantic, syntactic and domain information, perform better with external feedback from a discriminator for fine-tuning objectiveless decoding tasks like that of creative text. We show this by evaluating our model on three very different creative datasets containing poetry, metaphors and lyrics.
Previous work on handling the shortcomings of MLE include length-normalizing sentence probability BIBREF5, future cost estimation BIBREF6, diversity-boosting objective function BIBREF7, BIBREF1 or penalizing repeating tokens BIBREF8. When it comes to poetry generation using generative text models, Zhang and Lapata BIBREF9, Yi et al. BIBREF10 and Wang et al. BIBREF11 use language modeling to generate Chinese poems. However, none of these methods provide feedback on the quality of the generated sample and hence, do not address the qualitative objective required for creative decoding. For the task of text generation, MaskGAN BIBREF12 uses a Reinforcement Learning signal from the discriminator, FMD-GAN BIBREF13 uses an optimal transport mechanism as an objective function. GumbelGAN BIBREF14 uses Gumbel-Softmax distribution that replaces the non-differentiable sample from a categorical distribution with a differentiable sample to propagate stronger gradients. Li et al. BIBREF1 use a discriminator for a diversity promoting objective. Yu et al. BIBREF15 use SeqGAN to generate poetry and comment on the performance of SeqGAN over MLE in human evaluations, encouraging our study of GANs for creative text generation. However, these studies do not focus solely on creative text.
Using GANs, we can train generative models in a two-player game setting between a discriminator and a generator, where the discriminator (a binary classifier) learns to distinguish between real and fake data samples and the generator tries to fool the discriminator by generating authentic and high quality output.
Answer: The discriminator (a binary classifier) learns to distinguish between real and fake data samples and the generator tries to fool the discriminator by generating authentic and high quality output.
Question: Where in Australia is Palm Cove located?
Evidence: Palm Cove is located in Far North Queensland on the Australian coast. It has a long sandy beach along most of its seafront except for the rocky headland around Buchan Point in the north of the suburb.
Answer: Palm Cove is located in Far North Queensland on the Australian coast.
Question: What is the reported biodiversity of Costa Rica?
Answer: Costa Rica has from a 5% to a 6% of the World's biodiversity.
Question: What is a good second language to learn beyond English, and why?
Answer: The most popular second languages to learn for English speakers are Spanish, French, and Italian, although from a utility perspective the most widely spoken languages aside from English are Mandarin and Hindi. You might choose a second language to learn based on upcoming travel plans or for work reasons, or purely for fun!
Question: What is the field of study that looks at tissues and their structure?
Answer: Histology is the field of study that takes a look at tissues and their structure via microscope.
Question: Why is wine country in Northern California a great place to travel?
Answer: Traveling to wine country in Northern California is an excellent place to travel. There are countless vineyards to visit, some of the best restaurants in the country, and picturesque views everywhere. Visiting wine country is a relaxing vacation where travelers can enjoy slowing down their daily pace and just enjoy the beautiful surroundings around them. Wine country is also rich in history and the quaint towns can be fun to just walk around.
Question: According to the authors, why does the CNN model exhibit a higher level of explainability?
Evidence: Note that the BoW/SVM model being a linear predictor relying directly on word frequency statistics, it lacks expressive power in comparison to the CNN model which additionally learns intermediate hidden layer representations and convolutional filters. Moreover the CNN model can take advantage of the semantic similarity encoded in the distributed word2vec representations, while for the BoW/SVM model all words are “equidistant” in the bag-of-words semantic space. As our experiments will show, these limitations lead the BoW/SVM model to sometimes identify spurious words as relevant for the classification task. In analogy to the semantic extraction proposed in section "Word Relevance and Vector-Based Document Representation" for the CNN model, we can build vectors $d$ representing documents by leveraging the word relevances obtained with the BoW/SVM model. To this end, we introduce a binary vector $\tilde{x} \in \mathbb {R}^{V} $ whose entries are equal to one when the corresponding word from the vocabulary is present in the document and zero otherwise (i.e. $\tilde{x}$ is a binary bag-of-words representation of the document). Thereafter, we build the document summary vector $d$ component-wise, so that $d$ is just a vector of word relevances:
Note that the BoW/SVM model being a linear predictor relying directly on word frequency statistics, it lacks expressive power in comparison to the CNN model which additionally learns intermediate hidden layer representations and convolutional filters. Moreover the CNN model can take advantage of the semantic similarity encoded in the distributed word2vec representations, while for the BoW/SVM model all words are “equidistant” in the bag-of-words semantic space
Answer: The answers are shown as follows:
* CNN model which additionally learns intermediate hidden layer representations and convolutional filters. Moreover the CNN model can take advantage of the semantic similarity encoded in the distributed word2vec representations
Question: Give me a list of 7 of the most popular Pokémon
Answer: Pikachu, Charizard, Mew, Mewtwo, Squirtle, Jigglypuff, Snorlax
Question: Extract the dates of change of ownership and who the new owner was
Evidence: The company was founded in 2006. The aim of the company is to develop Synterra's media projects. In September, 2009 Synterra Group of Companies (GC) got operational control of Synterra Media as GC bought 40,01% stocks. GC "Synterra" owns 60% of "Synterra Media". That gives GC the right to make decisions on further development of this project.

In 2010, Megafon under the leadership of Sergey Soldatenkov (Russian: Сергей Владимирович Солдатенков) gained control of Synterra Media with a 60% stake and spun off to Rostelecom several assets including RTKomm.ru, Telecom-Center (renamed Synterra-Media) and Globus-Telecom.

On 22 October 2020, PJSC Rostelecom (Russian: ПАО "Ростелеком") agreed to buy a 100% stake in ZAO Synterra Media (Russian: ЗАО "Синтерра Медиа") from MTT (Russian: АО "Межрегиональный Транзиттелеком" («МТТ»)) for 1.5 billion rubles which allows MTT to focus on the integration of real-time telecom services or Unified Communications and Telecom API. Synterra delivers and distributes media content from the event venues to the television broadcasting companies such as Channel One, VGTRK, NTV, Russia Today, TV Center, Match TV. Both directly and through its subsidiaries, MTT had consolidated its 100% stake in Synterra Media in 2013. As of 2014, MTT, which has 25 million subscribers, competes with Inoventika (Russian: ООО "Иновентика Технолоджес") for cloud computing.
Answer: 2009 - Synterra Group of Companies
2010 - Megafon
October 22, 2020 - PJSC Rostelecom
Question: Who is Oji Hiroi
Evidence: Oji Hiroi (広井 王子, Hiroi Ōji, born 8 February 1954), real name Teruhisa Hiroi (廣井 照久, Hiroi Teruhisa), is an author and video game developer. He co-authored Samurai Crusader with Ryoichi Ikegami. He also created the Far East of Eden and Sakura Wars role-playing video game franchises, and wrote the Sakura Wars manga.
Answer: Oji Hiroi, born 8 February 1954), real name Teruhisa Hiroi, is an author and video game developer. He co-authored Samurai Crusader with Ryoichi Ikegami. He also created the Far East of Eden and Sakura Wars role-playing video game franchises, and wrote the Sakura Wars manga.
Question: Why do people like Red Light Therapy?
Answer: Red Light Therapy is good for anti-aging as well as other benefits. It has been shown to increase the amount of collagen your body produces, thus helping to decrease fine lines and wrinkles. Additionally, it can help reduce the appearance of scars and stretch marks. It's easy, painless and can even be done at home in as little as 3-10 minutes each day.
Question: How would you build a winning basketball team?
Answer: Basketball is a team sport that requires both skill and the players on the team to complement one another.  A winning team requires each player to complement the others on the team through specialization by having smaller players to handle that ball that can also make shots further away from the basket, as well as taller players who can rebound and defend the basket from the opposing team trying to get easier shots.  The team must also learn how to communicate, build trust, and play together unselfishly.  Putting too many players who are alphas and are good at the same things is much worse than having a team with less talent who plays as a unit and complement each other.
Question: Classify the below aircraft models based on the companies which created them.
Next-Generation 737, A220, 737 MAX, A350, A330, 747-8, 767, A320, 777, 777X, A380, 787
Answer: Boeing- Next-Generation 737, 737 MAX, 747-8, 767, 777, 777X, 787
Airbus- A220, A320, A330, A350, A380
Question: What is the difference between pork roll and taylor ham
Answer: Pork roll and taylor ham are both a processed breakfast meat popular primarily in New Jersey. The primary difference between the two is the geographic location of the person talking about it. They are the same meat, but people from Northern New Jersey call it Taylor Ham. If a person is from Southern or Central New Jersey they will call it Pork roll. Either way it is the same breakfast meat
Question: Given the following paragraph, how tall is the Leaning Tower of Pisa?
Evidence: The Leaning Tower of Pisa (Italian: torre pendente di Pisa), or simply, the Tower of Pisa (torre di Pisa [ˈtorre di ˈpiːza; ˈpiːsa]), is the campanile, or freestanding bell tower, of Pisa Cathedral. It is known for its nearly four-degree lean, the result of an unstable foundation. The tower is one of three structures in the Pisa's Cathedral Square (Piazza del Duomo), which includes the cathedral and Pisa Baptistry.

The height of the tower is 55.86 metres (183 feet 3 inches) from the ground on the low side and 56.67 m (185 ft 11 in) on the high side. The width of the walls at the base is 2.44 m (8 ft 0 in). Its weight is estimated at 14,500 tonnes (16,000 short tons). The tower has 296 or 294 steps; the seventh floor has two fewer steps on the north-facing staircase.
Answer: The height of the tower is 55.86 metres (183 feet 3 inches) from the ground on the low side and 56.67 m (185 ft 11 in) on the high side.
Question: What is social media and how is it used?
Answer: Social media are technologies that people interact with that enable them to share things like photos, documents, information, ideas, politics, and interests with other people.  They are a way for people to make new friends who have similar interests.  Social media is also used in dating and finding love too.  It has even been used to find talent all over the world even from under developed nations where only a camera and internet connection is needed to showcase your talent to the world.  Social media is also used for selling and buying too.
Question: Based on this paragraph, tell me who was responsible for the discovery of nuclear fission.
Evidence: Nuclear fission of heavy elements was discovered on Monday 19 December 1938 in Berlin, by German chemist Otto Hahn and his assistant Fritz Strassmann in cooperation with Austrian-Swedish physicist Lise Meitner. Hahn understood that a "burst" of the atomic nuclei had occurred. Meitner explained it theoretically in January 1939 along with her nephew Otto Robert Frisch. Frisch named the process by analogy with biological fission of living cells. In their second publication on nuclear fission in February of 1939, Hahn and Strassmann predicted the existence and liberation of additional neutrons during the fission process, opening up the possibility of a nuclear chain reaction.
Answer: Otto Hahn and his assistant Fritz Strassmann achieved nuclear fission in the laboratory, but could not explain what had happened. It was Lise Meitner and her nephew Otto Robert Frisch that interpreted the laboratory results and discovered that nuclear fission had occurred.
Question: Why are plants green?
Answer: While not every plant is green, many are green because of the presence of chlorophyll which typically occurs in the leaves of plants. Chlorophyll is a green pigment which assists plants in the process of photosynthesis, where the plant converts light into energy. Chlorophyll absorbs all light except green, which is reflected to the observer.
Question: What are the three datasets used in the paper?
Evidence: For the purpose of our experiments, we use data released by the APDA shared task organizers. The dataset is divided into train and test by organizers. The training set is distributed with labels for the three tasks of age, dialect, and gender. Following the standard shared tasks set up, the test set is distributed without labels and participants were expected to submit their predictions on test. The shared task predictions are expected by organizers at the level of users. The distribution has 100 tweets for each user, and so each tweet is distributed with a corresponding user id. As such, in total, the distributed training data has 2,250 users, contributing a total of 225,000 tweets. The official task test set contains 720,00 tweets posted by 720 users. For our experiments, we split the training data released by organizers into 90% TRAIN set (202,500 tweets from 2,025 users) and 10% DEV set (22,500 tweets from 225 users). The age task labels come from the tagset {under-25, between-25 and 34, above-35}. For dialects, the data are labeled with 15 classes, from the set {Algeria, Egypt, Iraq, Kuwait, Lebanon-Syria, Lybia, Morocco, Oman, Palestine-Jordan, Qatar, Saudi Arabia, Sudan, Tunisia, UAE, Yemen}. The gender task involves binary labels from the set {male, female}.
For the purpose of our experiments, we use data released by the APDA shared task organizers. The dataset is divided into train and test by organizers. The training set is distributed with labels for the three tasks of age, dialect, and gender.
Answer: Data released for APDA shared task contains 3 datasets.
Question: Where is the Eclectochromis lobochilus fish generally found?
Evidence: Eclectochromis lobochilus is a species of fish in the family Cichlidae. It is found in Malawi, Mozambique, and Tanzania. Its endemic to Lake Malawi.

This species is found along rocky shores and sometimes in the intermediate habitat between sandy and rock areas. It occurs at depths of 5–15 metres (16–49 ft). It feeds on invertebrates, mainly adult and larval in insects, that hide among aquatic vegetation or algae. The breeding males defend a cave among the rocks. The females mouthbrood the eggs and fry, guarding them after they have been released. This species is known as "Haplochromis Hertae" in the aquarium trade.
Answer: The Eclectochromis lobochilus fish is generally found in Malawi, Mozambique, and Tanzania.
Question: Is GitHub Actions are free?
Answer: GitHub Actions usage is free for standard GitHub-hosted runners in public repositories, and for self-hosted runners. For private repositories, each GitHub account receives a certain amount of free minutes and storage for use with GitHub-hosted runners, depending on the product used with the account.