DataHammer/scimrc huggingface dataset:
Question: What is the accuracy reported by state-of-the-art methods?
Evidence: In Table TABREF1, we summarize the quantitative results of the above previous studies. It includes the model basis, feature description, languages classified and the used dataset along with accuracy obtained. The table also lists the overall results of our proposed models (at the top). The languages used by various authors along with their acronyms are English (En), Spanish (Es), French (Fr), German (De), Russian (Ru), Italian (It), Bengali (Ben), Hindi (Hi) and Telegu (Tel).
In Table TABREF1, we summarize the quantitative results of the above previous studies.
In Table TABREF1, we summarize the quantitative results of the above previous studies.
Answer: Answer with content missing: (Table 1)
Previous state-of-the art on same dataset: ResNet50 89% (6 languages), SVM-HMM 70% (4 languages)
Question: In the series A Song of Ice and Fire, who is the founder of House Hightower?
Answer: Uthor of the High Tower
Question: From the passage provided, extract which month is the coolest in Chennai
Evidence: Chennai has a dry-summer tropical wet and dry climate under the (Köppen climate classification). The city lies on the thermal equator and is also on the coast, which prevents extreme variation in seasonal temperature. The hottest part of the year is late May to early June, known regionally as Agni Nakshatram ("fire star") or as Kathiri Veyyil, with maximum temperatures around 35–40 °C (95–104 °F). The coolest part of the year is January, with minimum temperatures around 19–25 °C (66–77 °F). The lowest recorded temperature was 13.9 °C (57.0 °F) on 11 December 1895 and 29 January 1905. The highest recorded temperature was 45 °C (113 °F) on 31 May 2003. The average annual rainfall is about 140 cm (55 in).
Answer: The coolest part of the year is January
Question: Who is Brandon Sanderson?
Evidence: Brandon Winn Sanderson (born December 19, 1975) is an American author of high fantasy and science fiction. He is best known for the Cosmere fictional universe, in which most of his fantasy novels, most notably the Mistborn series and The Stormlight Archive, are set. Outside of the Cosmere, he has written several young adult and juvenile series including The Reckoners, the Skyward series, and the Alcatraz series. He is also known for finishing Robert Jordan's high fantasy series The Wheel of Time. Sanderson has created several graphic novel fantasy series, including White Sand and Dark One.

He created Sanderson's Laws of Magic and popularized the idea of "hard magic" and "soft magic" systems. In 2008, Sanderson started a podcast with author Dan Wells and cartoonist Howard Tayler called Writing Excuses, involving topics about creating genre writing and webcomics. In 2016, the American media company DMG Entertainment licensed the movie rights to Sanderson's entire Cosmere universe, but the rights have since reverted back to Sanderson. Sanderson's March 2022 Kickstarter campaign became the most successful in history, finishing with 185,341 backers pledging $41,754,153.
Answer: Brandon Sanderson is an American author who primarily writes high fantasy and science fiction. He is known for creating the Cosmere, a fantasy world in which many of his books are set. Among his notable works Cosmere are The Stormlight Archive and the Mistborn series. Beyond the Cosmere, he is also known for writing YA fiction, such as The Reckoners and Skyward series. Additionally, he is known for popularizing the notions of "hard" and "soft" magic systems in fantasy worlds.
Question: What is Arsenal FC?
Answer: Arsenal Football Club is an English professional football club based in Islington, London. Arsenal plays in the Premier League, the top flight of English football. The club has won 13 league titles (including one unbeaten title), a record 14 FA Cups, two League Cups, 16 FA Community Shields, one European Cup Winners' Cup, and one Inter-Cities Fairs Cup. In terms of trophies won, it is the third-most successful club in English football.

Arsenal was the first club from the South of England to join the Football League in 1893, and they reached the First Division in 1904. Relegated only once, in 1913, they continue the longest streak in the top division, and have won the second-most top-flight matches in English football history. In the 1930s, Arsenal won five League Championships and two FA Cups, and another FA Cup and two Championships after the war. In 1970–71, they won their first League and FA Cup Double. Between 1989 and 2005, they won five League titles and five FA Cups, including two more Doubles. They completed the 20th century with the highest average league position. Between 1998 and 2017, Arsenal qualified for the UEFA Champions League for nineteen consecutive seasons.

Herbert Chapman, who changed the fortunes of Arsenal forever, won the club its first silverware, and his legacy led the club to dominate the 1930s decade; Chapman, however, died of pneumonia in 1934, aged 55. He helped introduce the WM formation, floodlights, and shirt numbers; he also added the white sleeves and brighter red to the club's jersey. Arsène Wenger is the longest-serving manager and won the most trophies. He won a record seven FA Cups, and his title-winning team set an English record for the longest top-flight unbeaten league run at 49 games between 2003 and 2004, receiving the nickname The Invincibles.

In 1886, munitions workers at the Royal Arsenal in Woolwich founded the club as Dial Square. In 1913 the club crossed the city to Arsenal Stadium in Highbury, becoming close neighbours of Tottenham Hotspur, and creating the North London derby. In 2006, they moved to the nearby Emirates Stadium. With an annual revenue of £340.3m in the 2019–20 season, Arsenal was estimated to be worth US$2.68 billion by Forbes, making it the world's eighth most valuable club, while it is one of the most followed on social media.The motto of the club has long been Victoria Concordia Crescit, Latin for "Victory Through Harmony".
Question: What is Sarisariñama?
Evidence: Cerro Sarisariñama is a tepui, a flat-topped mountain in Jaua-Sarisariñama National Park at the far south-west of Bolívar State, Venezuela, near the border with Brazil. Its altitude range is between 300 m (980 ft) and 2,350 m (7,710 ft). The name of the mountain originates from the tale of local Ye'kuana Indians about an evil spirit living in caves up in the mountain and devouring human flesh with a sound "Sari... sari...".
Answer: Cerro Sarisariñama is a tepui, a flat-topped mountain in Jaua-Sarisariñama National Park at the far south-west of Bolívar State, Venezuela, near the border with Brazil. Its altitude range is between 300 m (980 ft) and 2,350 m (7,710 ft). The name of the mountain originates from the tale of local Ye'kuana Indians about an evil spirit living in caves up in the mountain and devouring human flesh with a sound "Sari... sari...".

The tepui is in one of the most remote areas in the country, with the closest road being 35 miles to the northeast.[citation needed]
Question: What are some kinds of embroidery stitches for writing letters?
Answer: Some embroidery stitches that can be used to embroider letters are the back stitch, the split stitch, the stem stitch, the chain stitch, the couching stitch, and the satin stitch.
Question: How does a person get new hobbies once they are older?
Answer: Often times, once people reach adult hood they struggle to pick up new hobbies. They may think they are too old to learn something new, too busy, or its just out of their comfort zone. However, it is important to continue to pursue things you are passionate about, and we also need to recognize its likely these things will change over time. This creates the need to continue to be willing to explore and learn new things. While there are many types of hobbies and one is not better than another per se, there is great value in having hobbies that you engage in physically, yourself.
Question: If I was trying to build a garden shed, categorise each of the following as either "useful" or "not useful". A banana,  a hammer, nails, screws, personal protective equipment, an assistant, wood, kitchen knife, spoon, ice, magnifying glass
Answer: The following items would be "useful" to help you build a garden shed: 

A hammer
Nails
Screws
Personal Protective Equipment 
An assistant 
Wood 

The following items are "not useful" to help you build a garden shed: 

Banana
Kitchen knife 
Spoon
Ice 
Magnifying glass
Question: Identify which car manufacturer is German or American: Artega, Brammo, Vaydor
Answer: Brammo and Vaydor are American, Artega is German
Question: What do the authors investigate in the paper?
Evidence: A major proportion of a text summary includes important entities found in the original text. These entities build up the topic of the summary. Moreover, they hold commonsense information once they are linked to a knowledge base. Based on these observations, this paper investigates the usage of linked entities to guide the decoder of a neural text summarizer to generate concise and better summaries. To this end, we leverage on an off-the-shelf entity linking system (ELS) to extract linked entities and propose Entity2Topic (E2T), a module easily attachable to a sequence-to-sequence model that transforms a list of entities into a vector representation of the topic of the summary. Current available ELS's are still not sufficiently effective, possibly introducing unresolved ambiguities and irrelevant entities. We resolve the imperfections of the ELS by (a) encoding entities with selective disambiguation, and (b) pooling entity vectors using firm attention. By applying E2T to a simple sequence-to-sequence model with attention mechanism as base model, we see significant improvements of the performance in the Gigaword (sentence to title) and CNN (long document to multi-sentence highlights) summarization datasets by at least 2 ROUGE points.
Based on these observations, this paper investigates the usage of linked entities to guide the decoder of a neural text summarizer to generate concise and better summaries.
Answer: The usage of linked entities to guide the decoder of a neural text summarizer to generate concise and better summaries.
Question: What is intermittent fasting and can it help?
Answer: Intermittent fasting is the idea of cycling between periods of fasting and eating usually on a daily schedule. For example, many people fast for 16 hours in a day then give themselves 8 hours to eat before starting the cycle again. 12 hours or more are needed since 12 hours is the amount of time it takes your body to switch from using glucose for energy to using fat for energy.

The main benefit to intermittent fasting is that it can help you loose weight although many also believe that it can help your immunity system and also live a longer life.
Question: Why were the original Old English Bible translations created?
Evidence: The Old English Bible translations are the partial translations of the Bible prepared in medieval England into the Old English language. The translations are from Latin texts, not the original languages.

Many of these translations were in fact Bible glosses, prepared to assist clerics whose grasp of Latin was imperfect and circulated in connection with the Vulgate Latin Bible that was standard in Western Christianity at the time. Old English was one of very few early medieval vernacular languages the Bible was translated into, and featured a number of incomplete Bible translations, some of which were meant to be circulated, like the Paris Psalter or Ælfric's Hexateuch.
Answer: The Old English Bible translations were created to assist clerics who didn't now much Latin.
Question: How do they establish unique answers?
Evidence: Our first aim is to answer the following questions: 1) How much answer diversity arises for visual questions? and 2) Why do people disagree?
We establish unique answers by pre-processing each answer to eliminate cosmetic differences and then applying exact string matching to identify the number of different answers.
Answer: By pre-processing each answer to eliminate cosmetic differences and then applying exact string matching to identify the number of different answers.
Question: Given a reference text about Richard Brandon Morris, tell me what when and where he was born as well as the different colleges and universities he attended.
Evidence: Richard Brandon Morris (July 24, 1904 – March 3, 1989) was an American historian best known for his pioneering work in colonial American legal history and the early history of American labor. In later years, he shifted his research interests to the constitutional, diplomatic, and political history of the American Revolution and the making of the United States Constitution.

Background
Richard Brandon Morris was born on July 24, 1904, in New York City. He attended high school at Towsend Harris Hall in New York City. In 1924, he received a BA degree from City College. In 1925, he received an MA from Columbia University, and in 1930 he received a PhD in history at the university with Evarts Boutell Greene as his dissertation advisor. Morris' dissertation, published by Columbia University Press as Studies in the History of American Law, with Special Reference to the Seventeenth and Eighteenth Centuries (1930), still defines the research agenda for historians working on early American law, though at the time it attracted bitter denunciations from law school practitioners of legal historym, including Julius Goebel, Jr. and Karl Llewellyn, both then Columbia Law School faculty members.
Answer: Richard Brandon Morris was born on July 24, 1904. He attended City College and Columbia University.
Question: Why do people like the game Diplomacy?
Answer: Diplomacy is a strategic board game that does not rely on dice or other game elements to introduce randomness into results of gameplay. In the game Diplomacy, players negotiate, form alliances, and betray each other in an effort to occupy geographic provinces and control of "supply centers" to win the game. 

People like playing the game Diplomacy because it is unique compared to other strategic board games. In Diplomacy, all players submit their "orders" to move their pieces around the board into a box and those orders are adjudicated at the same time, making it difficult to gain an advantage over another player without communicating and planning out moves with other players. The only variable in the game is each player's ability to convince the other players to do what they want. Some people find this aspect of negotiation-based game play compelling, while others find the "anything goes" nature of these negotiations repelling. Therefore, Diplomacy is sometimes referred to as the "game that ruins friendships."
Question: Who was Nike in Greek Mythology?
Evidence: In Greek mythology, Nike (/ˈnaɪki/ (listen); Ancient Greek: Νίκη, lit. 'victory', ancient: [nǐː.kɛː], modern: [ˈni.ci]) was a goddess who personified victory in any field including art, music, war, and athletics. She is often portrayed in Greek art as Winged Victory in the motion of flight; however, she can also appear without wings as "Wingless Victory" when she is being portrayed as an attribute of another deity such as Athena. In Greek literature Nike is described as both an attribute and attendant to the gods Zeus and Athena. Nike gained this honored role beside Zeus during the Titanomachy where she was one of the first gods to offer her allegiance to Zeus. At Athens, Nike became a servant to Athena as well as an attribute of her due to the prominent status Athena held in her patron city. The fusion of the two goddesses at Athens has contributed to the ambiguity surrounding Nike's origins. It is unclear whether she originated from a character trait of the Greek goddess Athena or has always existed as an independent deity. Her origin story in Greek mythology is also slightly ambiguous, with the Theogony claiming Nike to be the daughter of Styx and Pallas while the Homeric Hymns describe Ares as being Nike's father. Her Roman equivalent was Victoria.
Answer: Nike is the god of 'victory' in Greek mythology, and is often portrayed in art Winged Victory in the motion of flight.
Question: Give me a bulleted list of the 5 most recent Pakistani Prime Ministers
Answer: - Mian Muhammad Shehbaz Sharif
- Mr. Imran Khan
- Justice (Retd) Nasir-ul-Mulk (Caretaker)
- Mr. Shahid Khaqan Abbasi
- Mr. Muhammad Nawaz Sharif
Question: What should you do if a black bear approaches you while you are hiking?
Answer: If a black bear approaches but does not see you, back away slowly. If the bear does see you, stand your ground and do not run away. Wave your arms and talk to the bear in a calm voice.
Question: Why is my baby crying right now?
Answer: The first thing to check is if your baby is hungry. It’s by far the most common reason they cry. You can tell if they’re hungry by lightly touching their cheek and seeing if they have a “rooting” reflex. This is where they open their mouth and turn towards your touch, as if they were looking for the source of food.

If they’re not hungry, they’re possibly tired. Babies can become over tired and cry and fuss, even when you are just trying to get them to sleep. If this is the case you’ll need to calm them down first, and then you can get them to sleep.

Finally sometimes babies just cry for no reason. Isn’t parenting fun?
Question: From which countries is  the aurora australis visible?
Evidence: An aurora (pl: auroras or aurorae), also commonly known as the polar lights, is a natural light display in Earth's sky, predominantly seen in high-latitude regions (around the Arctic and Antarctic). Auroras display dynamic patterns of brilliant lights that appear as curtains, rays, spirals, or dynamic flickers covering the entire sky.
Auroras are the result of disturbances in the magnetosphere caused by the solar wind. Major disturbances result from enhancements in the speed of the solar wind from coronal holes and coronal mass ejections. These disturbances alter the trajectories of charged particles in the magnetospheric plasma. These particles, mainly electrons and protons, precipitate into the upper atmosphere (thermosphere/exosphere). The resulting ionization and excitation of atmospheric constituents emit light of varying colour and complexity. The form of the aurora, occurring within bands around both polar regions, is also dependent on the amount of acceleration imparted to the precipitating particles.
In northern latitudes, the effect is known as the aurora borealis or the northern lights. The former term was coined by Galileo in 1619, from the Roman goddess of the dawn and the Greek name for the north wind. The southern counterpart, the aurora australis or the southern lights, has features almost identical to the aurora borealis and changes simultaneously with changes in the northern auroral zone. The aurora australis is visible from high southern latitudes in Antarctica, Chile, Argentina, South Africa, New Zealand and Australia. The aurora borealis is visible from areas around the Arctic such as Alaska, the Canadian Territories, Iceland, Greenland, Norway, Sweden, Finland and Siberia. On rare occasions the aurora borealis can be seen as far south as the Mediterranean and the southern states of the US.
Answer: The aurora australis is visible from high southern latitudes in Antarctica, Chile, Argentina, South Africa, New Zealand and Australia.
Question: Given this passage from wikipedia about the attributes of Japanese Anime, summarize the key differences between Japanese anime and other forms of animation
Evidence: Anime differs from other forms of animation by its art styles, methods of animation, its production, and its process. Visually, anime works exhibit a wide variety of art styles, differing between creators, artists, and studios. While no single art style predominates anime as a whole, they do share some similar attributes in terms of animation technique and character design.

Anime is fundamentally characterized by the use of limited animation, flat expression, the suspension of time, its thematic range, the presence of historical figures, its complex narrative line and, above all, a peculiar drawing style, with characters characterized by large and oval eyes, with very defined lines, bright colors and reduced movement of the lips

The cinematic effects of anime differentiates itself from the stage plays found in American animation. Anime is cinematically shot as if by camera, including panning, zooming, distance and angle shots to more complex dynamic shots that would be difficult to produce in reality. In anime, the animation is produced before the voice acting, contrary to American animation which does the voice acting first.
Answer: Anime separates itself from other forms of animation through its depiction of characters, as well as portrayal of cinematic effects. Characters in anime are often drawn with very well defined features, highlighted by bold lines and bright colors, along with large oval eyes. Cinematic effects are often highlighted by dynamic shots, including panning, zooming, angle shots, as if the scene was shot on a camera.
Question: What two baseline models are used?
Evidence: We compared our multi-turn emotionally engaging dialog model (denoted as MEED) with two baselines—the vanilla sequence-to-sequence model (denoted as S2S) and HRAN. We chose S2S and HRAN as baselines because we would like to evaluate our model's capability to keep track of the multi-turn context and to produce emotionally more appropriate responses, respectively. In order to adapt S2S to the multi-turn setting, we concatenate all the history utterances in the context into one.
We compared our multi-turn emotionally engaging dialog model (denoted as MEED) with two baselines—the vanilla sequence-to-sequence model (denoted as S2S) and HRAN.
Answer: The answers are shown as follows:
*  sequence-to-sequence model (denoted as S2S)
* HRAN
Question: How many utterances are in the corpus?
Evidence: FLOAT SELECTED: Table 3: Spoken data collected during different evaluation campaigns. Column “#Q” indicates the total number of different (written) questions presented to the pupils.
Table reports some statistics extracted from the acquired spoken data. Speech was recorded in classrooms, whose equipment depended on each school. In general, around 20 students took the test together, at the same time and in the same classrooms, so it is quite common that speech of mates or teachers often overlaps with the speech of the student speaking in her/his microphone. Also, the type of microphone depends on the equipment of the school. On average, the audio signal quality is nearly good, while the main problem is caused by a high percentage of extraneous speech. This is due to the fact that organisers decided to use a fixed duration - which depends on the question - for recording spoken utterances, so that all the recordings for a given question have the same length. However, while it is rare that a speaker has not enough time to answer, it is quite common that, especially after the end of the utterance, some other speech (e.g. comments, jokes with mates, indications from the teachers, etc.) is captured. In addition, background noise is often present due to several sources (doors, steps, keyboard typing, background voices, street noises if the windows are open, etc). Finally, it has to be pointed out that many answers are whispered and difficult to understand.
FLOAT SELECTED: Table 3: Spoken data collected during different evaluation campaigns. Column “#Q” indicates the total number of different (written) questions presented to the pupils.
Table reports some statistics extracted from the acquired spoken data.
Answer: Total number of utterances available is: 70607 (37344 ENG + 33263 GER)
Question: How many hands do humans have?
Answer: Humans without any genetic defects or major limb injuries have two hands. However a very small number of people have zero, one, or three hands.