DataHammer/scimrc huggingface dataset:
Question: Summarize in one sentence this article about a famous song.
Evidence: "I'm an Old Cowhand (From the Rio Grande)" is a comic song written by Johnny Mercer for the Paramount Pictures release Rhythm on the Range and sung by its star, Bing Crosby. The Crosby commercial recording was made on July 17, 1936, with Jimmy Dorsey & his Orchestra for Decca Records. It was a huge hit in 1936, reaching the No. 2 spot in the charts of the day, and it greatly furthered Mercer's career. Crosby recorded the song again in 1954 for his album Bing: A Musical Autobiography.
Members of the Western Writers of America chose it as one of the Top 100 Western songs of all time.

Background
Mercer and his wife were driving across the US en route to his hometown, Savannah, Georgia, after having apparently failed to succeed in Hollywood. Mercer was amused by the sight of cowboys, with spurs and ten-gallon hats, driving cars and trucks instead of riding horses. Singing cowboys were popular in films and on the radio then, and within 15 minutes, writing on the back of an envelope, Mercer transferred the image he was seeing into a song whose satirical lyrics vented some of his own bitter frustration with Hollywood.

The lyrics, about a 20th-century cowboy who has little in common with the cowpunchers of old, have been included in some anthologies of light verse.
Answer: I'm an Old Cowhand (From the Rio Grande), written by Johnny Mercer and recorded by Bing Crosby, is popular song from 1936 that satirizes cowboy culture of the time.
Question: What are the most easy to keep plants?
Answer: Most evergreens are low maintenance plants. You can plant them outdoors; they grow well regardless of weather conditions and usually do not require additional watering or fertilizing. For indoor plants, peace lilies, money trees, monstera, snake plants, devil's ivy are easy to grow choices.
Question: What decoding module has been used?
Evidence: Let's consider the following notations:
$\bullet $ An entity $e_i$ is a set of $J_i$ unordered records $\lbrace r_{i,1}, ..., r_{i,j}, ..., r_{i,J_i}\rbrace $; where record $r_{i,j}$ is defined as a pair of key $k_{i,j}$ and value $v_{i,j}$. We outline that $J_i$ might differ between entities.
$\bullet $ A data-structure $s$ is an unordered set of $I$ entities $e_i$. We thus denote $s \lbrace e_1, ..., e_i, ..., e_I\rbrace $.
$\bullet $ For each data-structure, a textual description $y$ is associated. We refer to the first $t$ words of a description $y$ as $y_{1:t}$. Thus, the full sequence of words can be noted as $y = y_{1:T}$.
$\bullet $ The dataset $\mathcal {D}$ is a collection of $N$ aligned (data-structure, description) pairs $(s,y)$.
For instance, Figure FIGREF1 illustrates a data-structure associated with a description. The data-structure includes a set of entities (Hawks, Magic, Al Horford, Jeff Teague, ...). The entity Jeff Teague is modeled as a set of records {(PTS, 17), (REB, 0), (AST, 7) ...} in which, e.g., the record (PTS, 17) is characterized by a key (PTS) and a value (17).
For each data-structure $s$ in $\mathcal {D}$, the objective function aims to generate a description $\hat{y}$ as close as possible to the ground truth $y$. This objective function optimizes the following log-likelihood over the whole dataset $\mathcal {D}$:
where $\theta $ stands for the model parameters and $P(\hat{y}=y\ |\ s; \theta )$ the probability of the model to generate the adequate description $y$ for table $s$.
During inference, we generate the sequence $\hat{y}^*$ with the maximum a posteriori probability conditioned on table $s$. Using the chain rule, we get:

This equation is intractable in practice, we approximate a solution using beam search, as in BIBREF11, BIBREF19, BIBREF12, BIBREF13, BIBREF10.
Our model follows the encoder-decoder architecture BIBREF14. Because our contribution focuses on the encoding process, we chose the decoding module used in BIBREF12, BIBREF10: a two-layers LSTM network with a copy mechanism. In order to supervise this mechanism, we assume that each record value that also appears in the target is copied from the data-structure and we train the model to switch between freely generating words from the vocabulary and copying words from the input. We now describe the hierarchical encoder and the hierarchical attention.
Our model follows the encoder-decoder architecture [2]. Because our contribution focuses on the encoding process, we chose the decoding module used in [28,39]: a two-layers LSTM network with a copy mechanism.
Answer: A two-layers LSTM network with a copy mechanism.
Question: What are two languages spoken in Spain other than Castilian Spanish?
Answer: Two other languages spoken in Spain are Catalan and Basque, also known as euskara
Question: What is Don’t Starve Together?
Evidence: Don't Starve is a survival video game developed by the Canadian indie video game developer Klei Entertainment. The game was initially released for Microsoft Windows, OS X, and Linux on April 23, 2013. A PlayStation 4 port, renamed Don't Starve: Giant Edition, became available the following year (with PlayStation Vita and PlayStation 3 versions released in September 2014 and June 2015 respectively, and an Xbox One version released in August 2015). Don't Starve for iOS, renamed Don't Starve: Pocket Edition was released on July 9, 2015. An Android version was released on October 20, 2016. Downloadable content titled Reign of Giants was released on April 30, 2014, and a multiplayer standalone expansion called Don't Starve Together became free for existing users on June 3, 2015. On Steam, this game is able to be purchased with a free copy for a friend. A Nintendo Switch port came out on April 12, 2018.
The game follows a scientist named Wilson who finds himself in a dark, dreary parallel world known as the Constant and must survive as long as possible. To this end, the player must keep Wilson alive, fed, and mentally stable as he avoids a variety of surreal and supernatural enemies that will try to kill and devour him. The game's Adventure mode adds depth to the sparse plot and pits Wilson against the game's supposed antagonist, Maxwell.
Don't Starve was Klei's first foray into the survival genre. Conceived during the height of a game industry trend of dropping players into a world with few instructions and a goal of survival, the game was influenced by Minecraft which spearheaded this trend as well as by filmmaker Tim Burton. The game received positive reviews from critics, commended for its original art style, music, and variety of ways for the player to die, although its high level of difficulty and implementation of permanent death were less warmly received.
Answer: Don't Starve Together is a cooperative multiplayer survival game developed by Klei Entertainment, where up to six players can play together online or offline. Players take on the role of a band of characters in a harsh wilderness world, and must work together to keep alive, fed, and mentally stable as they avoid a variety of surreal and supernatural enemies that will try to kill and devour them. The game features a unique hand-drawn art style, as well as randomly generated worlds, providing a new experience with each playthrough.
Question: Is Russian the sole representative of the Slavic family?
Evidence: Here we compare and contrast our system to the baseline system. A diagram of our system is shown in Figure FIGREF4 .
The idea behind this modification is to provide the encoder with access to all morpho-syntactic cues present in the sentence. In contrast to the baseline, which only encodes the immediately adjacent context of a target word, we encode the entire context. All context word forms, lemmas, and MSD tags (in Track 1) are embedded in their respective high-dimensional spaces as before, and their embeddings are concatenated. However, we now reduce the entire past context to a fixed-size vector by encoding it with a forward LSTM, and we similarly represent the future context by encoding it with a backwards LSTM.
We introduce an auxiliary objective that is meant to increase the morpho-syntactic awareness of the encoder and to regularise the learning process—the task is to predict the MSD tag of the target form. MSD tag predictions are conditioned on the context encoding, as described in UID15 . Tags are generated with an LSTM one component at a time, e.g. the tag PRO;NOM;SG;1 is predicted as a sequence of four components, INLINEFORM0 PRO, NOM, SG, 1 INLINEFORM1 .
For every training instance, we backpropagate the sum of the main loss and the auxiliary loss without any weighting.
As MSD tags are only available in Track 1, this augmentation only applies to this track.
The parameters of the entire MSD (auxiliary-task) decoder are shared across languages.
Since a grouping of the languages based on language family would have left several languages in single-member groups (e.g. Russian is the sole representative of the Slavic family), we experiment with random groupings of two to three languages. Multilingual training is performed by randomly alternating between languages for every new minibatch. We do not pass any information to the auxiliary decoder as to the source language of the signal it is receiving, as we assume abstract morpho-syntactic features are shared across languages.
After 20 epochs of multilingual training, we perform 5 epochs of monolingual finetuning for each language. For this phase, we reduce the learning rate to a tenth of the original learning rate, i.e. 0.0001, to ensure that the models are indeed being finetuned rather than retrained.
We keep all hyperparameters the same as in the baseline. Training data is split 90:10 for training and validation. We train our models for 50 epochs, adding early stopping with a tolerance of five epochs of no improvement in the validation loss. We do not subsample from the training data.
We train models for 50 different random combinations of two to three languages in Track 1, and 50 monolingual models for each language in Track 2. Instead of picking the single model that performs best on the development set and thus risking to select a model that highly overfits that data, we use an ensemble of the five best models, and make the final prediction for a given target form with a majority vote over the five predictions.
Russian is the sole representative of the Slavic family.
Answer: Yes.
Question: Do the documents used by the corpus belong to the same genre?
Evidence: The corpus consists of document clusters for 30 different topics. Each of them contains around 40 documents with on average 2413 tokens, which leads to an average cluster size of 97,880 token. With these characteristics, the document clusters are 15 times larger than typical DUC clusters of ten documents and five times larger than the 25-document-clusters (Table TABREF26 ). In addition, the documents are also more variable in terms of length, as the (length-adjusted) standard deviation is twice as high as in the other corpora. With these properties, the corpus represents an interesting challenge towards real-world application scenarios, in which users typically have to deal with much more than ten documents.
Because we used a large web crawl as the source for our corpus, it contains documents from a variety of genres. To further analyze this property, we categorized a sample of 50 documents from the corpus. Among them, we found professionally written articles and blog posts (28%), educational material for parents and kids (26%), personal blog posts (16%), forum discussions and comments (12%), commented link collections (12%) and scientific articles (6%).
In addition to the variety of genres, the documents also differ in terms of language use. To capture this property, we follow Zopf.2016 and compute, for every topic, the average Jensen-Shannon divergence between the word distribution of one document and the word distribution in the remaining documents. The higher this value is, the more the language differs between documents. We found the average divergence over all topics to be 0.3490, whereas it is 0.3019 in DUC 2004 and 0.3188 in TAC 2008A.
Because we used a large web crawl as the source for our corpus, it contains documents from a variety of genres.
Answer: No.
Question: What the best way to give a dog a bath?
Answer: First you have to secure the dog in the cleaning bin by connecting them to a leash in the bin.  Start rinsing the dog while soothing them so they don't get anxious and begin thrashing during the process. Once the dog is thoroughly wet, administer the shampoo.  Begin just behind the ears, so you don't get any water in the them as it can damage their hearing.  Slowly massage in the shampoo throughout the coat ending at the tail.  Then it's time to rinse out the shampoo so hose down the dog again starting behind the ears to keep them dry.  Fully wash out the shampoo ensuring no suds remain in the coat.  Now to dry the dog.  Be warned, the dog may not enjoy the dryer, and will try and bite it.  Work from head to tail and while getting the legs and belly.  Voila!  You're finished and have a clean and good smelling dog!
Question: Please tell me the main global sources of energy production
Evidence: Energy production is 80% fossil, half of which is produced by China, the United States and the Arab states of the Persian Gulf. The Gulf States and Russia export most of their production, largely to the European Union and China, where not enough energy is produced to satisfy demand. Energy production is increasing 1 to 2% per year, except for solar and wind energy which averaged 20% per year in the 2010s.
Answer: The main sources of energy production are fossil, accounting for around 80% of the total energy generation. Around half of the energy generation by fossil sources is produced by China, the United States and the Arab states of the Persian Gulf. Energy production from renewable sources such as solar and wind has increased at an average of 20% yearly which is much higher than the growth of the rest of the sources at an average of 1% to 2% yearly.
Question: Identify which instrument is string or percussion: Yangqin, Baglama
Answer: Baglama is string, Yangqin is percussion.
Question: Please summarize President Joe Biden's statement below.
Evidence: I’ve directed my team to bring every element of the federal government together to help with immediate needs and long-term rebuilding. Early this morning, I approved an expedited major disaster declaration to quickly provide Federal assistance to the people of Arkansas. This weekend, I reached out to Governor J.B. Pritzker of Illinois and spoke with Governor Sarah Huckabee Sanders, Little Rock Mayor Frank Scott Jr., and Wynne Mayor Jennifer Hobbs of Arkansas as well as Governor John Carney of Delaware to let them know that my administration will do everything we can to help, as long as it takes. I also spoke with my FEMA Administrator, who already has teams on the ground and is in Arkansas today to coordinate Federal response and recovery efforts. We are working closely with the state of Indiana and other impacted states as they assess damages, and stand ready to respond to any additional requests for Federal assistance.
Answer: I approved disaster assistance for Arkansas. I told Arkansas leaders that the federal government will help. I spoke with the FEMA Administrator, who is coordinating efforts. We will work with other states that need assistance.
Question: What is Economics?
Evidence: Economics is the social science that studies the production, distribution, and consumption of goods and services. Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics analyzes what's viewed as basic elements in the economy, including individual agents and markets, their interactions, and the outcomes of interactions. Individual agents may include, for example, households, firms, buyers, and sellers. Macroeconomics analyzes the economy as a system where production, consumption, saving, and investment interact, and factors affecting it: employment of the resources of labour, capital, and land, currency inflation, economic growth, and public policies that have impact on these elements.
Answer: Economics allows us to understand resources, production of goods and services, growth over time and other issues that impact society.  Microeconomics is the study of individual agents such as buyers, sellers and households.  Macroeconomics studies the economy as a whole system and the factors that affect it.
Question: Give me a suggestion where I should go for spring break if I live in the United States.
Answer: Florida is a very popular location for families to visit for spring break, because the weather is generally very warm and sunny which makes it easy to do outdoor activities. Popular destinations in Florida include theme parks like Disneyworld, Universal Studios, SeaWorld, Legoland, and Busch Gardens. Florida is also known for its many beaches where you can go surfing, boating, and sunbathing. 

Another fun location for spring break is Cancun, Mexico. Many college-aged adults will go to Mexico and stay at a resort. Popular activities include drinking, partying, and going to the beach. This option is probably better for families without young children.

A third option is visiting Southern California. Like Florida, the temperatures will be warm and sunny. San Diego is a good place to visit, as it offers many beach activities, but if you don't want to go outside, there are many museums and parks to visit, such as the San Diego Air and Space Museum or Balboa Park.
Question: From the given text, Please list some points about The International School of Beijing
Evidence: The International School of Beijing (ISB, Chinese: 北京顺义国际学校) is a non-profit international coeducational day school in Beijing, China. The school was founded in 1980 and offers a dual English and Chinese language program for students from EY to Grade 12. ISB is recognized by the Beijing Education Commission (BEC) as an independent school for expatriate children.
Answer: 1. Located in Beijing, China, The International School of Beijing is a non-profit, coeducational international day school.
2. The school was established in 1980 and provides students in grades EY through 12 with a bilingual English and Chinese language programme.
3. ISB is acknowledged as an independent school for children of expatriates by the Beijing Education Commission (BEC).
Question: Given a reference text about the 2008 Pittsburgh Pirates season, what was their record for the season?
Evidence: The 2008 Pittsburgh Pirates season was the 127th season of the franchise; the 122nd in the National League. This was their eighth season at PNC Park. It was the first under new president Frank Coonelly, general manager Neal Huntington, and manager John Russell. Unable to improve on their 68–94, last place finish during the 2007 season, the Pirates had not had a winning record or made it to the playoffs since 1992, and finished 67–95 for their 16th straight losing season. The season was the final of play-by-play announcer Lanny Frattare, whose 33-year tenure as Pirates' broadcaster was the longest in franchise history.
Answer: The 2008 Pittsburgh Pirates finished the season with a record of 67-95.
Question: Given this paragraph about hockey what are different surfaces that hockey is played on?
Evidence: Hockey is a term used to denote a family of various types of both summer and winter team sports which originated on either an outdoor field, sheet of ice, or dry floor such as in a gymnasium. While these sports vary in specific rules, numbers of players, apparel and, notably, playing surface, they share broad characteristics of two opposing teams using a stick to propel a ball or disk into a goal.
Answer: Hockey can refer to Ice Hockey, Field Hockey, or Ball Hockey. Each are played on a different surface like a sheet of ice, a gymnasium floor, or an outdoor field.
Question: What are some of the basic investment strategy for a new investor
Answer: Investment strategy may differ for individuals and there may not be a one strategy fits all approach. However, some of the fundamental and proven strategy involves investing early and investing regularly. Depending on the risk tolerance individuals should explore investing in Stocks, bonds, Certificate of Deposit, Real estate and cryptocurrency.
Question: Although Chicago isn't located on either coast of the United States, what factors continue to contribute to its economic success?
Evidence: Chicago is an international hub for finance, culture, commerce, industry, education, technology, telecommunications, and transportation. It is the site of the creation of the first standardized futures contracts, issued by the Chicago Board of Trade, which today is part of the largest and most diverse derivatives market in the world, generating 20% of all volume in commodities and financial futures alone. O'Hare International Airport is routinely ranked among the world's top six busiest airports according to tracked data by the Airports Council International. The region also has the largest number of federal highways and is the nation's railroad hub. The Chicago area has one of the highest gross domestic products (GDP) in the world, generating $689 billion in 2018. The economy of Chicago is diverse, with no single industry employing more than 14% of the workforce. It is home to several Fortune 500 companies, including Archer-Daniels-Midland, Conagra Brands, Exelon, JLL, Kraft Heinz, McDonald's, Mondelez International, Motorola Solutions, Sears, and United Airlines Holdings.
Answer: Even though Chicago is the biggest major in-land city in America, its diverse economic sectors allows it maintain its status as a competitive global city. Chicago is the country's main railroad hub. Not only is it paramount to the transportation of goods nationally, but its ability to ensure that not a single industry dominates more than 14% of the city's workforce helps its economic endeavors. Having one of the most active airports in the world and an infrastructure proven to be conducive to a plethora of industries, it makes it an ideal location for companies to plant their headquarters as Exelon, JLL, McDonald's, and Motorola all have done.
Question: How long have musical instruments been in existence?
Evidence: The date and origin of the first device considered a musical instrument is disputed. The oldest object that some scholars refer to as a musical instrument, a simple flute, dates back as far as 50,000 - 60,000 years. Some consensus dates early flutes to about 40,000 years ago. However, most historians believe that determining a specific time of musical instrument invention is impossible, as many early musical instruments were made from animal skins, bone, wood, and other non-durable materials.
Answer: This depends on what is defined as a musical instrument. In very ancient civilizations humans likely used non-durable materials to create rhythm or music. These likely included animal skins, wood and other materials that long ago degraded with no remaining physical record. If one defines the first musical instrument as a device specifically made for the purpose of creating a musical melody, it is likely the simple flute. But there is debate about when the first flute was made, ranging from 40,000 to 60,000 years ago.
Question: Tell me whether these are mental disorders or types of cancer: Anxiety, schizophrenia, lymphoma, oropharyngeal, post-traumatic stress, neurodevelopmental, kidney
Answer: The following are types of mental disorders: Anxiety, schizophrenia, post-traumatic stress, neurodevelopmental. The following are types of cancers: lymphoma, oropharyngeal, kidney.