DataHammer/scimrc huggingface dataset:
Question: Given a reference text about Isabel Emily Jay, tell me where she studied and how old she was when she retired.
Evidence: Isabel Emily Jay (17 October 1879 – 26 February 1927) was an English opera singer and actress, best known for her performances in soprano roles of the Savoy Operas with the D'Oyly Carte Opera Company and in Edwardian musical comedies. During Jay's career, picture postcards were immensely popular, and Jay was photographed for over 400 different postcards.

After studying at the Royal Academy of Music, Jay joined the D'Oyly Carte Opera Company in 1897, with whom she began singing principal roles immediately, becoming the company's leading soprano in 1899, where she played leading roles in comic operas including The Rose of Persia, The Pirates of Penzance, Patience, The Emerald Isle and Iolanthe. She married and left the company in 1902. She returned to the West End stage in 1903 and starred in eleven musicals over the ensuing years, including A Country Girl, The Cingalee, Véronique, The White Chrysanthemum, The Girl Behind the Counter, Miss Hook of Holland, King of Cadonia and The Balkan Princess. She retired in 1911 at age 31.
Answer: Isabel Emily Jay studied at the Royal Academy of Music and retired at 31 years old.
Question: What is the objective of Financial Events in News?
Evidence: To illustrate that semantically different yet related applications may have significant potential for reuse of features, let us consider the problem of event extraction, which involves identifying occurrences of specific type of events or activities from raw text.
Towards that, we analysed published works on three different types of events in different domains as described next:
Objective of this study is to design a ML model for identifying if there exist mentions of one of the nine types of bio-molecular interactions in (publicly available) Biomedical data. To train SVM based classifier, authors use GENETAG database, which is a tagged corpus for gene/protein named entity recognition. BioNLP 2009 shared task test-set was used to estimate performance of the system. Further details can be found at BIBREF22.
Objective of the study was to design ML model for enabling automated detection of specific financial events in the news text. Ten diﬀerent types of ﬁnancial events were considered including announcements regarding CEOs, presidents, products, competitors, partners, subsidiaries, share values, revenues, proﬁts, and losses. To train and test SVM and CRF based ML models, authors used data set consisting of 200 news messages extracted from the Yahoo! Business and Technology newsfeeds, having financial events and relations manually annotated by 3 domain experts. Further details can be found at BIBREF23.
Objective of the study was to design an ML based system for extracting open domain calendar of significant events from Twitter-data. 38 different types of events were considered for designing the system. To train the ML model, an annotated corpus of 1000 tweets (containing 19,484 tokens) was used and trained model was tested on 100 million most recent tweets. Further details can be found at BIBREF24.
Table TABREF21 below depicts classes of features selected by authors of these works (as described in the corresponding references above) to highlight the point that despite domain differences, these applications share similar sets of features. Since authors of these works did not cite each other, it is possible that that these features might have been identified independently. This, in turn, supports the hypothesis that if adequate details of any one or two of these applications are fed to a system described in this work, which is designed to estimate semantic similarities across applications, system can automatically suggest potential features for consideration for the remaining applications to start with without requiring manual knowledge of the semantically related applications.
Objective of the study was to design ML model for enabling automated detection of specific financial events in the news text.
Answer: Objective of the study was to design ML model for enabling automated detection of specific financial events in the news text.
Question: Identify which instrument is string or woodwind: Anzad, Alto flute
Answer: Alto flute is woodwind, Anzad is string.
Question: What is the sun made of?
Answer: The Sun is comprised primarily of hydrogen and helium.  It's held together by its own gravity. The Sun has several regions. The interior regions include the core, the radiative zone, and the convection zone.
Question: I need to work out which of the following plants are edible and which are not: coleus, dandelions, yellow oleander, foxglove, roses, deadly nightshade, forsythia, begonia, angel's trumpets.
Answer: Yellow oleander, foxglove, deadly nightshade, and angel's trumpet are all poisonous plants and should not be eaten. Coleus, dandelion, roses, forsythia, begonia are edible plants.
Question: Why does in-person contact create more impactful human connections than relationships based on purely virtual meetings?
Answer: While meeting someone virtually over platforms like Zoom allow for humans to meet and establish real relationships, meeting in-person creates more impactful and intimate relationships.  A person is able to get to know others over virtual meetings, but there are very important non-verbal communications that are absent when people meet virtually.  

As Sherlock Holmes would say, through the "powers of deduction" when two people spend time in a room together, you can observe and study the other person's behaviors in ways not truly possible over virtual technologies today. When spending time in-person, one develops a more intimate understanding of their fellow person.  This more nuanced understanding of one's peer, allows you to establish and stronger relationships.
Question: Which of these are reptiles: frog, snake, toad, lizard, turtle, fish, dog, cat, crocodile
Answer: Snakes, Lizards, Turtles, and Crocodiles are reptiles
Question: Why should you use multi factor authentication to secure your computer accounts?
Answer: A username and password is commonly used to access computer systems or services (eg email). However, should an attacker gain knowledge of your username and password they can very easily impersonate you and compromise your account. 

Multi Factor authentication helps protect your account by requiring you to enter a username and password but also provide another factor (such as something you have) to confirm your identity. This might be a physical security token such as a Yubikey or perhaps a biometric identifier such as a fingerprint. You can only access your account when you have both something you know (your password) and something you have (your token).
Question: How many mathematicians does the main protagonist meet in the musical "Fermat's Last Tango"?
Evidence: The plot is based on the story of the proof of Fermat's Last Theorem by Andrew Wiles, whose name is changed to "Daniel Keane" in the musical. After seven years of isolation in his attic, Keane believes he has found a proof of the theorem. The musical starts with a press conference, where Keane explains his proof to reporters and promises to return to normal life with his wife Anna and his family. After promising to Anna that he is now "done with Fermat", Keane is surprised in his study by none other than Fermat himself. Keane asks Fermat for the secret of his proof but is refused. Instead, Fermat introduces him to the "Aftermath", a "heavenly purgatory" where he meets the famous mathematicians Euclid, Pythagoras, Newton, and Gauss. They inform him that his proof contains a "big fat hole". In a second press conference, Keane is questioned by reporters about a flaw in the proof. Anna wishes for a corrected proof for her birthday. Fermat mocks Keane, and the other mathematicians inform him that "mathematics is a young man's game". Keane returns to his attic to try to fix his proof, while his "math widow" wife is frustrated. Fermat continues to taunt Keane, but he is invisible and inaudible to Anna, and the three dance a "bizarre tango à trois" while Anna is confused by Keane talking to Fermat. The other mathematicians from the Aftermath, after noticing that they can't keep up with the mathematics of the past century, decide to grant admission to Keane even if he is unable to prove the theorem. As Keane finally gives up and declares his attempts a failure, Anna suggests that "within your failure lie the seeds of your success", repeating a line earlier spoken by the mathematicians. This quickly leads to Keane realising how to close the gap in the argument, and the musical ends with another press conference, and Fermat congratulates Keane for his proof.
Answer: The main protagonist meets five mathematicians - Fermat, who appears in Daniel's study, and Euclid, Pythagoras, Newton, and Gauss, who appear in the "Aftermath".
Question: What other interesting correlations are observed?
Evidence: We observe interesting hidden correlation in data. Fig. FIGREF24 has Topic 2 as selected topic. Topic 2 contains top-4 co-occurring keywords "vegan", "yoga", "job", "every_woman" having the highest term frequency. We can infer different things from the topic that "women usually practice yoga more than men", "women teach yoga and take it as a job", "Yogi follow vegan diet". We would say there are noticeable correlation in data i.e. `Yoga-Veganism', `Women-Yoga'.
We observe interesting hidden correlation in data. Fig. FIGREF24 has Topic 2 as selected topic. Topic 2 contains top-4 co-occurring keywords "vegan", "yoga", "job", "every_woman" having the highest term frequency. We can infer different things from the topic that "women usually practice yoga more than men", "women teach yoga and take it as a job", "Yogi follow vegan diet". We would say there are noticeable correlation in data i.e. `Yoga-Veganism', `Women-Yoga'.
Women-Yoga
Answer: The answers are shown as follows:
* Women-Yoga
Question: Who was Svea Kristina Frisch
Evidence: Svea Kristina Frisch (15 June 1898 in Ramsberg, Örebro county – 1991), known as Kristina Lindstrand, was a Swedish actor, journalist, author, and poet.

Her first marriage was during 1922–1927 with the actor and director Ivar Kåge, and the second (1929–1946) was with the painter Vicke Lindstrand. She moved from Sweden to Italy in 1969.
Answer: Svea Kristina Frisch (15 June 1898 in Ramsberg, Oerebro county– 1991), known as Kristina Lindstrand, was a Swedish actor, journalist, author, and poet.
Question: Give me a popular quote from book, "The Little Prince".
Answer: The Little Prince might look like a children's book from cover, it is a book with full of wisdom bits for all readers. One of the most referred quote is "And now here is my secret, a very simple secret: It is only with the heart that one can see rightly; what is essential is invisible to the eye."
Question: Who is Antonello Padovano
Evidence: Antonello Padovano, is an Italian film director and producer. He is currently[when?] the director of Hands That Should Be Farming Productions based in England. Padovano won the 2019 Bayern 2 - Audience Prize at the Tegernsee International Mountain Film Festival for his documentary The Ascent of Everest which featured footage of Sir Edmund Hillary.

Filmography
Joe Petrosino: A Shot in the Dark (2006)
Le quattro porte del deserto (2006)
The Ascent of Everest (2019)
Answer: Antonello Padovano, is an Italian film director and producer. He has been the director of Hands That Should Be Farming Productions based in England. Padovano won the 2019 Bayern 2 - Audience Prize at the Tegernsee International Mountain Film Festival for his documentary The Ascent of Everest which featured footage of Sir Edmund Hillary.
Question: How many examples are there in the source domain?
Evidence: To simulate the scenario, we split the Microsoft COCO dataset into food and non-food domain datasets. The MS COCO dataset contains approximately 80K images for training and 40K images for validation; each image has 5 captions BIBREF12 . The dataset contains images of diverse categories, including animals, indoor scenes, sports, and foods. We selected the “food category” data by scoring the captions according to how much those are related to the food category. The score is computed based on wordnet similarities BIBREF13 . The training and validation datasets are split by the score with the same threshold. Consequently, the food dataset has 3,806 images for training and 1,775 for validation. The non-food dataset has 78,976 images for training and 38,749 for validation.
Adaptation to food domain captioning
To simulate the scenario, we split the Microsoft COCO dataset into food and non-food domain datasets.
the food dataset has 3,806 images for training and 1,775 for validation. The non-food dataset has 78,976 images for training and 38,749 for validation.
Adaptation to food domain captioning
Answer: The answers are shown as follows:
* 78,976
Question: Extract names of song xand the songwriters from the passage and separate them by dot
Evidence: "If You Want Me To" is a song co-written and recorded by American country music singer Joe Diffie. It was released in December 1990 as the second single from his debut album A Thousand Winding Roads. The song reached the Top 5 on the Billboard Hot Country Singles & Tracks (now Hot Country Songs) chart. The song was written by Diffie and Larry Williams.
Answer: If you Want Me To.Joe Diffie.Larry Williams
Question: When did Confinity become eBay ?
Evidence: Originally, PayPal was a money-transfer service offered by a company called Confinity which was acquired by X.com in 1999. Later, X.com was renamed PayPal and purchased by eBay in 2002. The original PayPal employees had difficulty adjusting to eBay's more traditional corporate culture and within four years all but 12 of the first 50 employees had left. They remained connected as social and business acquaintances, and a number of them worked together to form new companies and venture firms in subsequent years. This group of PayPal alumni became so prolific that the term PayPal Mafia was coined. The term gained even wider exposure when a 2007 article in Fortune magazine used the phrase in its headline and featured a photo of former PayPal employees in gangster attire.
Answer: Confinity was acquired by X.com in 1999 which was later renamed to PayPal. PayPal was acquired by eBay in 2002.
Question: Who wrote Ready Player One?
Evidence: Ready Player One is a 2011 science fiction novel, and the debut novel of American author Ernest Cline. The story, set in a dystopia in 2045, follows protagonist Wade Watts on his search for an Easter egg in a worldwide virtual reality game, the discovery of which would lead him to inherit the game creator's fortune. Cline sold the rights to publish the novel in June 2010, in a bidding war to the Crown Publishing Group (a division of Random House). The book was published on August 16, 2011. An audiobook was released the same day; it was narrated by Wil Wheaton, who was mentioned briefly in one of the chapters.Ch. 20 In 2012, the book received an Alex Award from the Young Adult Library Services Association division of the American Library Association and won the 2011 Prometheus Award.
Answer: Ready Player One is a 2011 science fiction novel written by American author Ernest Cline.
Question: Tell me about the Sukhoi-Gulfstream
Evidence: Sukhoi-Gulfstream S-21 was a projected Russian-American supersonic business jet.

In the early 1990s, Gulfstream Aerospace and the Sukhoi Design Bureau began a joint effort to develop a supersonic small business jet, code named the S-21. Due to questionable market demand for commercial supersonic air travel, commitment to the project weakened and delays mounted.

Gulfstream eventually dissolved the partnership, although Sukhoi continued work on the S-21.

The S-21 would be capable of sustained cruise at Mach 2+ and much research and development has gone into the management of the troublesome transonic effects phenomena associated with near Mach 1 air speeds.

As of 2012, the project had not received any funding for the 2013-2025 development period and appeared to be cancelled.
Answer: The Sukhoi-Gulfstream S-21 was a projected Russian-American supersonic business jet.

In the early 1990s, Gulfstream Aerospace and the Sukhoi Design Bureau began a joint effort to develop a supersonic small business jet, code named the S-21. Due to questionable market demand for commercial supersonic air travel, commitment to the project weakened and delays mounted.
Question: Which characters belong to DC or Marvel Universe? Fantastic Four, Doom Patrol
Answer: Doom Patrol is DC, Fantastic Four is Marvel
Question: List the ingredients used to make a mojito in a bulleted list.
Evidence: Mojito (/moʊˈhiːtoʊ/; Spanish: [moˈxito]) is a traditional Cuban punch. The cocktail often consists of five ingredients: white rum, sugar (traditionally sugar cane juice), lime juice, soda water, and mint. Its combination of sweetness, citrus, and herbaceous mint flavors is intended to complement the rum, and has made the mojito a popular summer drink.
When preparing a mojito, fresh lime juice is added to sugar (or to simple syrup) and mint leaves. The mixture is then gently mashed with a muddler. The mint leaves should only be bruised to release the essential oils and should not be shredded. Then rum is added and the mixture is briefly stirred to dissolve the sugar and to lift the mint leaves up from the bottom for better presentation. Finally, the drink is topped with crushed ice and sparkling soda water. Mint leaves and lime wedges are used to garnish the glass.
In Cuba, the mint used to make mojito is most commonly Mentha × villosa (called Yerba Buena or Hierbabuena in Cuba) which has a light minty/citrus aroma, but outside of Cuba spearmint is often used which has a stronger mint aroma.
Answer: white rum
sugar
lime juice
soda water
mint
Question: What are the seven main islands of Canary Island as per the passage? Display the results in a comma separated format.
Evidence: The Canary Islands (/kəˈnɛəri/; Spanish: Canarias, pronounced [kaˈnaɾjas]), also known informally as the Canaries, are a Spanish autonomous community and archipelago in Macaronesia in the Atlantic Ocean. At their closest point to the African mainland, they are 100 kilometres (62 miles) west of Morocco. They are the southernmost of the autonomous communities of Spain. The islands have a population of 2.2 million people and are the most populous special territory of the European Union.

The seven main islands are (from largest to smallest in area) Tenerife, Fuerteventura, Gran Canaria, Lanzarote, La Palma, La Gomera, and El Hierro. The archipelago includes many smaller islands and islets, including La Graciosa, Alegranza, Isla de Lobos, Montaña Clara, Roque del Oeste, and Roque del Este. It also includes a number of rocks, including Garachico and Anaga. In ancient times, the island chain was often referred to as "the Fortunate Isles". The Canary Islands are the southernmost region of Spain, and the largest and most populous archipelago of Macaronesia. Because of their location, the Canary Islands have historically been considered a link between the four continents of Africa, North America, South America, and Europe.

In 2019, the Canary Islands had a population of 2,153,389, with a density of 287.39 inhabitants per km2, making it the eighth most populous autonomous community of Spain. The population is mostly concentrated in the two capital islands: around 43% on the island of Tenerife and 40% on the island of Gran Canaria.

The Canary Islands, especially Tenerife, Gran Canaria, Fuerteventura, and Lanzarote, are a major tourist destination, with over 12 million visitors per year. This is due to their beaches, subtropical climate, and important natural attractions, especially Maspalomas in Gran Canaria and Mount Teide (a World Heritage Site) in Tenerife. Mount Teide is the highest peak in Spain and the third tallest volcano in the world, measured from its base on the ocean floor. The islands have warm summers and winters warm enough for the climate to be technically tropical at sea level. The amount of precipitation and the level of maritime moderation vary depending on location and elevation. The archipelago includes green areas as well as desert. The islands' high mountains are ideal for astronomical observation, because they lie above the temperature inversion layer. As a result, the archipelago boasts two professional observatories: the Teide Observatory on Tenerife, and Roque de los Muchachos Observatory on La Palma.
Answer: Tenerife, Fuerteventura, Gran Canaria, Lanzarote, La Palma, La Gomera, El Hierro
Question: How do they evaluate their method?
Evidence: In order to fairly compare and evaluate the proposed methods in terms of effectiveness in representation of tweets, we fix the number of features to 24 for all methods and feed these representations as an input to 3 different clustering algorithms namely, k-means, Ward and spectral clustering with cluster numbers of 10, 20 and 50. Distance metric for k-means clustering is chosen to be euclidean and the linkage criteria for Ward clustering is chosen to be minimizing the sum of differences within all clusters, i.e., recursively merging pairs of clusters that minimally increases the within-cluster variance in a hierarchical manner. For spectral clustering, Gaussian kernel has been employed for constructing the affinity matrix. We also run experiments with tf-idf and BoWs representations without further dimensionality reduction as well as concatenation of all word embeddings into a long feature vector. For evaluation of clustering performance, we use Calinski-Harabasz score BIBREF42 , also known as the variance ratio criterion. CH score is defined as the ratio between the within-cluster dispersion and the between-cluster dispersion. CH score has a range of $[0, +\infty ]$ and a higher CH score corresponds to a better clustering. Computational complexity of calculating CH score is $\mathcal {O}(N)$ .
For visual validation, we plot and inspect the t-Distributed Stochastic Neighbor Embedding (t-SNE) BIBREF52 and Uniform Manifold Approximation and Projection (UMAP) BIBREF53 mappings of the learned representations as well. Implementation of this study is done in Python (version 3.6) using scikit-learn and TensorFlow libraries BIBREF54 , BIBREF55 on a 64-bit Ubuntu 16.04 workstation with 128 GB RAM. Training of autoencoders are performed with a single NVIDIA Titan Xp GPU.
For evaluation of clustering performance, we use Calinski-Harabasz score BIBREF42 , also known as the variance ratio criterion. CH score is defined as the ratio between the within-cluster dispersion and the between-cluster dispersion. CH score has a range of $[0, +\infty ]$ and a higher CH score corresponds to a better clustering. 
For visual validation, we plot and inspect the t-Distributed Stochastic Neighbor Embedding (t-SNE) BIBREF52 and Uniform Manifold Approximation and Projection (UMAP) BIBREF53 mappings of the learned representations as well.
Answer: The answers are shown as follows:
* Calinski-Harabasz score
* t-SNE
* UMAP
Question: What is dialtune drums?
Answer: Dialtune is a cable tuning system for drums. Using separate dials for the top and bottom heads, drummers can find the exact sound they're looking for faster, change drumheads in under a minute, and explore new creative possibilities without compromise. While Cable tuning is not new, Dialtune has improved upon it with a patented system that makes it the only cable-tuning drum that can independently tune the top and bottom heads using separate dials on either side of the drum. Additionally, changing drumheads doesn't require removing the cable. Dialtune's quick-release hoops make changing a drumhead simple and easy.