DataHammer/scimrc huggingface dataset:
Question: How does GIS help in the real estate investment industry?
Answer: Real estate investors depend on precise, accurate location intelligence for competitive insights about the markets and locations where they do business. Real estate investment teams use GIS to bring together location-specific data, mapping, and visualization technology. This enables them to provide the latest insights about real estate markets and their investments, now and in the future. Using thousands of global datasets, investors can quickly understand how their real estate investments are performing across town or around the world, quickly access precise local data about real estate assets, on any device, anywhere, anytime, including information on occupancy, building maintenance, property valuation, and more.

Real estate companies and investors use GIS to research markets, identify new opportunities for growth and expansion, and manage their investments at the market and neighborhood levels. They can also use GIS to create professional digital and printed materials—such as 3D renderings and virtual walk-throughs—to help market investments across platforms. Real estate investors can use mobile data collection tools to gather property information directly from the field and analyze and share insights across their organizations in real time. Investors can leverage precise local knowledge about their assets across geographies. GIS maps and dashboards help investors see, in real-time, relevant data that can affect properties, and streamline investment management with access to all relevant data about every asset in any portfolio.
Question: How large graphs can the proposed method handle?
Evidence: We first compare the time complexity of GraphANGEL in term of both training and inference times on Amazon dataset against aforementioned baseline methods. Result in Figure A7(a) reveals that
GraphANGEL is more efficient than HGT and HAN in term of training time and is more efficient than R-GCN and HGT in term of inference time. One possible explanation is that HAN, HGT, and
R-GCN contain the whole graph, which is much more complex than sampled subgraphs.
Answer: We report the training and inference times of GraphANGEL along with baseline methods, which indicates that our method can handle the datasets reported in Tables A1 and A2. We did not try scaling to larger graphs, which can be left as future work.
As shown in Algorithm 8, we re-compute and store the subgraphs by searching all the supporting cases of 3-cycles (using Algorithm 2 or 3), uniformly sampling a number of supporting cases of 4-cycles (using Algorithm 5) and uniformly sampling a number of refuting cases of 3-cycles and 4-cycles (using Algorithms 6 and 7). Then, we only need to compute once. If there are further modifications on graphs, we can incrementally update the buffer using Algorithm 11. To further increase the efficiency of GraphANGEL to accommodate even larger graphs, one can also consider using parallel computations; however, we leave this as a direction for future work.
Question: Please give me a list of the countries in which Gabribaldi fought according to the text
Evidence: Giuseppe Maria Garibaldi was an Italian general, patriot, revolutionary and republican. He contributed to Italian unification and the creation of the Kingdom of Italy. He is considered one of the greatest generals of modern times and one of Italy's "fathers of the fatherland", along with Camillo Benso, Count of Cavour, Victor Emmanuel II of Italy and Giuseppe Mazzini. Garibaldi is also known as the "Hero of the Two Worlds" because of his military enterprises in South America and Europe.

Garibaldi was a follower of the Italian nationalist Mazzini and embraced the republican nationalism of the Young Italy movement. He became a supporter of Italian unification under a democratic republican government. However, breaking with Mazzini, he pragmatically allied himself with the monarchist Cavour and Kingdom of Piedmont-Sardinia in the struggle for independence, subordinating his republican ideals to his nationalist ones until Italy was unified. After participating in an uprising in Piedmont, he was sentenced to death, but escaped and sailed to South America, where he spent 14 years in exile, during which he took part in several wars and learned the art of guerrilla warfare. In 1835 he joined the rebels known as the Ragamuffins (farrapos), in the Ragamuffin War in Brazil, and took up their cause of establishing the Riograndense Republic and later the Catarinense Republic. Garibaldi also became involved in the Uruguayan Civil War, raising an Italian force known as Redshirts, and is still celebrated as an important contributor to Uruguay's reconstitution.
Answer: Italy, Brazil, Uruguay
Question: United Nation General Assembly has declared the year 2023 as
Answer: The International Year of Millet
Question: Describe the relationship between the Trustor and Trustee
Evidence: Trust is the willingness of one party (the trustor) to become vulnerable to another party (the trustee) on the presumption that the trustee will act in ways that benefit the trustor. In addition, the trustor does not have control over the actions of the trustee. Scholars distinguish between generalized trust (also known as social trust), which is the extension of trust to a relatively large circle of unfamiliar others, and particularized trust, which is contingent on a specific situation or a specific relationship.d
Answer: Trust is the willingness of the trustor to become vulnerable to the trustee on the presumption that the trustee will act in ways that benefit the trustor
Question: What are some examples of cockney rhyming slang?
Answer: Cockney rhyming slang is a tradition of substituting a word with a phrase that rhymes with the original word. Often the last part of the phrase is omitted making the slang even more opaque to outsiders. The practice is also common in Australia and other cultures influenced by the British. Common examples include "Use your loaf" meaning "Use your head" via the rhyme "loaf of bread" for "head", "Stop telling porkies" meaning "Stop telling lies" via "pork pies" for "lies", or "Who's turn is it to buy the Britneys?" with "Britneys" meaning "beers" via "Britney Spears".
Question: what happens when you blow air into alkaline water?
Answer: When you blow air into alkaline water the C02 from your breath creates carbonic acid which lowers the potential hydrogen of the alkaline water.  If you blow air into the alkaline water long enough the alkaline water will eventually turn acidic.  Potential hydrogen drops can be used to measure the PH to show the effect of blowing air into alkaline water.  PH drops will show alkaline water as blue and purple, and they will show acidic water as yellow.
Question: Is Clivina bipustulata a beetle?
Evidence: Clivina bipustulata is a species of ground beetle in the subfamily Scaritinae. It was described by Johan Christian Fabricius in 1801.
Answer: Yes, it is a species of ground beetle.
Question: Correct the typos in this passage
Evidence: Teh Museum of Lifestyle & Fshion Histor was fnded in 1999.
Answer: The Museum of Lifestyle & Fashion History was founded in 1999.
Question: What are the benefits of building a DIY home build off grid?
Answer: Some of the benefits could  be:  no local government permits or governance, no state or local government infrastructure bills, reduction of taxes, self sustainability for water, electricity, & support services, privacy, disconnecting from social media, reducing your monthly and yearly operational expenses, getting in touch with nature, reducing clutter in your life and a refocusing on bare essentials for living.
Question: Without quoting directly from the text give me a summary of Brendon Smalls career
Evidence: Brendon Small (born February 15, 1975) is an American actor, stand-up comedian, animator, writer, director, producer, and musician known for co-creating the animated series Home Movies (1999–2004, with Loren Bouchard) and Metalocalypse (2006–13, with Tommy Blacha). He also writes the music, and is the main performer for the virtual melodic death metal band Dethklok, which began as the subject of Metalocalypse but has taken on a life of its own, with four albums and an occasional live touring band, headed by Small. Small has also released two albums under his own name, in a similar musical style to Dethklok.

Small was born in Illinois in 1975. He moved to California as a child. Small started learning guitar at the age of 14 after a kid in his neighborhood began teaching him about guitar and music. At his first public performance, his hands shook so wildly that he had trouble controlling the guitar. It would be another ten years before he was comfortable performing in public. He graduated from Palma High School in Salinas, California. He graduated from Berklee College of Music in 1997. During his music studies, he took several writing and comedy classes at Emerson College. After graduating, he felt that the rock music genre was fading in popularity, so decided to try his hand at stand-up comedy.
Answer: Brendon Small is a  stand-up comedian, Creator of TV shows and Movies, and musician.
Question: What shallow local features are extracted?
Evidence: The system consists of: (i) Local, shallow features based mostly on orthographic, word shape and n-gram features plus their context; and (ii) three types of simple clustering features, based on unigram matching: (i) Brown BIBREF32 clusters, taking the 4th, 8th, 12th and 20th node in the path; (ii) Clark BIBREF33 clusters and, (iii) Word2vec BIBREF34 clusters, based on K-means applied over the extracted word vectors using the skip-gram algorithm.
The system consists of: (i) Local, shallow features based mostly on orthographic, word shape and n-gram features plus their context; and (ii) three types of simple clustering features, based on unigram matching: (i) Brown BIBREF32 clusters, taking the 4th, 8th, 12th and 20th node in the path; (ii) Clark BIBREF33 clusters and, (iii) Word2vec BIBREF34 clusters, based on K-means applied over the extracted word vectors using the skip-gram algorithm.
Answer: The answers are shown as follows:
*  Local, shallow features based mostly on orthographic, word shape and n-gram features plus their context
Question: Haven't you always believed that Earth is flat?
Answer: No, I never believed that Earth is flat. The Earth is an irregularly shaped Ellipsoid.
Question: List of Italian horse breeds
Answer: List of Italian horse breeds:

- Anglo-Arabo Sardo
- Appeninico
- Avelignese or Haflinger
- Bardigiano
- Calabrese
- Catria horse
- Cavallo Romano della Maremma Laziale
- Esperia Pony
- Giara horse
- Italian Trotter
- Lipizzano
- Maremmano
- Monterufolino
- Murgese
- Napoletano
- Norico
- Pentro horse
- Persano
- Purosangue Orientale
- Salernitano
- Samolaco horse
- Sanfratellano
- Sarcidano
- Sella Italiano
- Siciliano indigeno
- Tolfetano
- TPR
- Ventasso horse
Question: When does tropical cyclone season occur in the Southern Hemisphere?
Evidence: Summer is traditionally associated with hot or warm weather. In Mediterranean climates, it is also associated with dry weather, while in other places (particularly in Eastern Asia because of the monsoon) it is associated with rainy weather. The wet season is the main period of vegetation growth within the savanna climate regime. Where the wet season is associated with a seasonal shift in the prevailing winds, it is known as a monsoon.
In the northern Atlantic Ocean, a distinct tropical cyclone season occurs from 1 June to 30 November. The statistical peak of the Atlantic hurricane season is 10 September. The Northeast Pacific Ocean has a broader period of activity, but in a similar timeframe to the Atlantic. The Northwest Pacific sees tropical cyclones year-round, with a minimum in February and March and a peak in early September. In the North Indian basin, storms are most common from April to December, with peaks in May and November. In the Southern Hemisphere, the tropical cyclone season runs from the start of November until the end of April with peaks in mid-February to early March.
Thunderstorm season in the United States and Canada runs in the spring through summer but sometimes can run as late as October or even November in the fall. These storms can produce hail, strong winds and tornadoes, usually during the afternoon and evening.
Answer: In the Southern Hemisphere, the tropical cyclone season runs from the start of November until the end of April with peaks in mid-February to early March.
Question: Extract all the years mentioned in this text, separated by a comma
Evidence: The Apollo program, also known as Project Apollo, was the third United States human spaceflight program carried out by the National Aeronautics and Space Administration (NASA), which succeeded in preparing and landing the first humans on the Moon from 1968 to 1972. It was first conceived in 1960 during President Dwight D. Eisenhower's administration as a three-person spacecraft to follow the one-person Project Mercury, which put the first Americans in space. Apollo was later dedicated to President John F. Kennedy's national goal for the 1960s of "landing a man on the Moon and returning him safely to the Earth" in an address to Congress on May 25, 1961. It was the third US human spaceflight program to fly, preceded by the two-person Project Gemini conceived in 1961 to extend spaceflight capability in support of Apollo.
Answer: 1968,1972,1960,1961
Question: List the competitions that Charlier competed in and where he placed in the format [Competiton]: [Place], [Age]
Evidence: Charlier was born in Albert, Somme and admitted at the age of 10 to the Conservatoire de Paris where he attracted attention from professionals in the field and earned a scholarship from Yehudi Menuhin and Henryk Szeryng in 1976.

He received top prizes at many international competitions including:1st place in Munich at 17, Montreal at 18, the International Jean Sibelius Violin Competition in Helsinki at 19, the two great French competitions Long-Thibaud-Crespin Competition (2nd grand prize) and Georges Enesco of the SACEM at 20, the International Violin Competition of Indianapolis (4th prize) at 21, and first place at the Young Concert Artists International Audition in New York in 1989 at the age of 28.[citation needed]

He is primarily known as a soloist.
Answer: Sure, here is a list of the competitions that Charlier competed in, where he placed, and his age at the time of the competition:

Munich international competition: 1st place, 17
Montreal international competition: 1st place, 17
International Jean Sibelius Violin Competition in Helsinki: 1st place, 19
Long-Thibaud-Crespin Competition: 2nd grand prize, 20
Georges Enesco of the SACEM: 1st place, 20
International Violin Competition of Indianapolis: 4th prize, 21
Young Concert Artists International Audition in New York: 1st place, 28
Question: From the passage provided, display a list of reviews in the format: {Reviewer name} - {Review}
Evidence: Pocket Bowling received mixed reviews. Craig Harris of IGN stated that Pocket Bowling was "definitely the winner" of Game Boy Color bowling games, compared to 10 Pin Bowling, praising the "effort (that) went in to making the game as complete as possible" with several game modes. Game Boy Xtreme positively assessed the game as "surprisingly playable". In a negative review for Total Game Boy, Jem Roberts stated "there's very little to the graphics at all" and "there's hardly anything to the game itself", expecting a greater "challenge or sense of competition". Brett Alan Weiss of Allgame similarly praised the lack of difficulty, stating "it's a shame Pocket Bowling is such an easy game to master. It has crisp graphics and a professional but fun presentation. The playfield is laid out well, the controls are tight and the pins behave realistically. This would have been a fun game to play when standing in line at the bank or waiting for a lane on league night. Unfortunately, the game is not worth more than a rental."
Answer: Craig Harris (IGN) - Pocket Bowling was "definitely the winner" of Game Boy Color bowling games. Praising the "effort (that) went in to making the game as complete as possible"
Game Boy Xtreme - "surprisingly playable"
Jem Roberts (Total Game Boy) - "there's very little to the graphics at all" and "there's hardly anything to the game itself"
Brett Alan Weiss (Allgame) - "it's a shame Pocket Bowling is such an easy game to master. It has crisp graphics and a professional but fun presentation. The playfield is laid out well, the controls are tight and the pins behave realistically. This would have been a fun game to play when standing in line at the bank or waiting for a lane on league night. Unfortunately, the game is not worth more than a rental."
Question: How to study the impact of natural language cues on negotiation outcomes in this paper?
Evidence: Negotiations, either between individuals or entities, are ubiquitous in everyday human interactions ranging from sales to legal proceedings. Being a good negotiator is a complex skill, requiring the ability to understand the partner's motives, ability to reason and to communicate effectively, making it a challenging task for an automated system. While research in building automatically negotiating agents has primarily focused on agent-agent negotiations BIBREF0, BIBREF1, there is a recent interest in agent-human negotiations BIBREF2 as well. Such agents may act as mediators or can be helpful for pedagogical purposes BIBREF3.
Efforts in agent-human negotiations involving free-form natural language as a means of communication are rather sparse. Researchers BIBREF4 recently studied natural language negotiations in buyer-seller bargaining setup, which is comparatively less restricted than previously studied game environments BIBREF5, BIBREF6. Lack of a well-defined structure in such negotiations allows humans or agents to express themselves more freely, which better emulates a realistic scenario. Interestingly, this also provides an exciting research opportunity: how can an agent leverage the behavioral cues in natural language to direct its negotiation strategies? Understanding the impact of natural language on negotiation outcomes through a data-driven neural framework is the primary objective of this work.
We focus on buyer-seller negotiations BIBREF4 where two individuals negotiate the price of a given product. Leveraging the recent advancements BIBREF7, BIBREF8 in pre-trained language encoders, we attempt to predict negotiation outcomes early on in the conversation, in a completely data-driven manner (Figure FIGREF3). Early prediction of outcomes is essential for effective planning of an automatically negotiating agent. Although there have been attempts to gain insights into negotiations BIBREF9, BIBREF10, to the best of our knowledge, we are the first to study early natural language cues through a data-driven neural system (Section SECREF3). Our evaluations show that natural language allows the models to make better predictions by looking at only a fraction of the negotiation. Rather than just realizing the strategy in natural language, our empirical results suggest that language can be crucial in the planning as well. We provide a sample negotiation from the test set BIBREF4 along with our model predictions in Table TABREF1.
Although there have been attempts to gain insights into negotiations, to the best of our knowledge, we are the first to study early natural language cues through a data-driven neural system (Section  2).
Answer: It studies the impact of natural language cues on negotiation outcomes through a data-driven neural system.
Question: Given this paragraph about ext3, tell me why its better than ext2 and its successor.
Evidence: ext3, or third extended filesystem, is a journaled file system that is commonly used by the Linux kernel. It used to be the default file system for many popular Linux distributions. Stephen Tweedie first revealed that he was working on extending ext2 in Journaling the Linux ext2fs Filesystem in a 1998 paper, and later in a February 1999 kernel mailing list posting. The filesystem was merged with the mainline Linux kernel in November 2001 from 2.4.15 onward. Its main advantage over ext2 is journaling, which improves reliability and eliminates the need to check the file system after an unclean shutdown. Its successor is ext4
Answer: ext3 is better than ext2 because of its journaling capabilities, which improve reliability and eliminates the need to check the file system after an unclean shutdown. The successor of ext3 is ext4.
Question: How should I make a good pizza tonight?
Answer: Make a delicious pizza by starting with the ingredients. First, gather flour, water, yeast and salt. Combine these ingredients and let the dough rise. Roll the dough into a circle. Next, gather tomatoes and crush them with a hint of salt and olive oil. Spread this mixture on top of the dough. Cover the mixture with heaps of cheese and fresh basil. Drizzle the pizza with olive oil. Then put the pizza in a very hot oven and let it cook for 6 minutes. Finally, eat your delicious pizza.
Question: What are vinyl records?
Answer: Prior to the internet and music streaming, vinyl records were the primary way that people listened to recorded music. Vinyl records, or as generation Z calls them "vinyls", are physical discs that are made out of resin or polyvinyl chloride (PVC), have a grooved surface, come in various sizes (12", 10", or 7" diameter), and are played at different speeds (33 1/2, 45, or 78 revolutions per minute (RPM)). You play vinyl records on a turntable connected to a stereo. In the 1980s and 1990s, compact discs (CDs) were introduced and surpassed vinyl record sales. Since 2020, vinyl records have been experiencing a resurgence with vinyl records sales outselling CDs in recent years.
Question: how can you benefit from sauna?
Answer: Sauna is a type of therapeutic therapy for both the body and the mind. It reduces inflammation in your body, it rids your body of toxins, good for heart health, reduces allergies and helps with sleep to name a few. Different sauna types like wood burning, heat rocks and electric heathers can warm the sauna rooms to different temperatures ranging from 150 F to 195 F. You can choose any one depends on how tolerable you are to heat.
Question: What will the author do about his future work?
Evidence: We introduce the first approach to context-aware machine translation using only monolingual document-level data. We propose a monolingual DocRepair model to correct inconsistencies between sentence-level translations. The model performs automatic post-editing on a sequence of sentence-level translations, refining translations of sentences in context of each other. Our approach results in substantial improvements in translation quality as measured by BLEU, targeted contrastive evaluation of several discourse phenomena and human evaluation. Moreover, we perform error analysis and detect which discourse phenomena are hard to capture using only monolingual document-level data. While in the current work we used text fragments of 4 sentences, in future work we would like to consider longer contexts.
While in the current work we used text fragments of 4 sentences, in future work we would like to consider longer contexts.
Answer: While in the current work they used text fragments of 4 sentences, in future work they would like to consider longer contexts.