DataHammer/scimrc huggingface dataset:
Question: Could you provide some recommendations for restaurants in Yountville?
Answer: Yountville has many gastronomic delights.  The best and most renown restaurant in Yountville is Thomas Keller’s French Laundry, which is one of his Michelin 3-star restaurants. Chef Keller uses French techniques, coupled with the abundance of produce and wine from the famous Napa Valley.  The French Laundry also has its own garden and chicken coop, which are located across the street.  This is an expensive restaurant and it’s hard to get a reservation, but it’s certainly a treat.  

Less expensive, but still good, are three other restaurants owned by Chef Keller:

•	Bouchon Bistro, which also has a Michelin star and serves classic French bistro cuisine, 
•	Ad Hoc, which serves elevated, but casual, family-style dinners, and 
•	La Calenda, which serves Mexican cuisine and has live music on weekend nights.  

Another good French bistro-style restaurant is Bistro Jeanty, a mainstay of Yountville restaurants.

Bottega, owned by Michael Chiarella, is a good option for Italian cuisine.  Lucy Restaurant, in the Bardessono Hotel, has an eclectic, but delicious menu.

Good options for very inexpensive food are Tacos Garcia, which is a taco truck next to the park near Madison Street, and Velo Deli and Pizzeria, which serves sandwiches and pizzas. 

For a very quick bite, Kelly’s Provisions is a tiny shop located in the only gas station in Yountville located at the corner of Washington Street and Madison Street (and it’s the world’s cutest and cleanest gas station).  At Kelly’s, you can find hot dogs and soft serve ice cream, and it also has many packaged snacks, a wide assortment of drinks, and a good selection of wine and champagne.
Question: What are the names of the songs from The Story of June which don't have Chinese names?
Evidence: The Story of June is a Cantopop album by Edmond Leung.

Track listing:
Love Blind (戀愛盲)
Elevator Men (電梯男)
Hey June
Driven To Distraction (失魂落魄)
Daydream (白日夢)
Romantic (羅曼蒂克)
Y3
Get Away with Miriam Yeung (滾)
The Aftermath (戰後餘生)
The Long Journey (路漫漫)
Answer: Hey June
Y3
Question: When was the Memphis album released
Evidence: Memphis is the seventeenth album recorded by Roy Orbison, and his tenth for MGM Records. The album was released in November 1972.

History
The album took three weeks to make in March and April 1972. The album had one single, "Memphis, Tennessee", which became a minor hit in the US, charting at #84. Also included was a new, re-recorded version of Don Gibson's "I Can't Stop Loving You", which previously appeared on his 1960 album "Lonely and Blue". This was Orbison's final album that was released for London Records as Decca let Orbison out of their contract on June 30, 1972.
Answer: Memphis is the seventeenth album recorded by Roy Orbison, and his tenth for MGM Records. The album was released in November 1972.

The album took three weeks to make in March and April 1972. The album had one single, "Memphis, Tennessee", which became a minor hit in the US, charting at #84. Also included was a new, re-recorded version of Don Gibson's "I Can't Stop Loving You", which previously appeared on his 1960 album "Lonely and Blue". This was Orbison's final album that was released for London Records as Decca let Orbison out of their contract on June 30, 1972.
Question: Why do the authors experiment with different encoder mechanisms?
Evidence: Visual dialog BIBREF0 is an interesting new task combining the research efforts from Computer Vision, Natural Language Processing and Information Retrieval. While BIBREF1 presents some tips and tricks for VQA 2.0 Challenge, we follow their guidelines for the Visual Dialog challenge 2018. Our models use attention similar to BIBREF2 to get object level image representations from Faster R-CNN model BIBREF3. We experiment with different encoder mechanisms to get representations of conversational history.
We experiment with different encoder mechanisms to get representations of conversational history.
Answer: To get representations of conversational history.
Question: What is the largest retailers and e-commerce companies?
Evidence: Alibaba is one of the world's largest retailers and e-commerce companies. In 2020, it was also rated as the fifth-largest artificial intelligence company. It is also one of the biggest venture capital firms and investment corporations in the world, as well as the second largest financial services group behind Visa via its fintech arm Ant Group. The company hosts the largest B2B (Alibaba.com), C2C (Taobao), and B2C (Tmall) marketplaces in the world. It has been expanding into the media industry, with revenues rising by triple percentage points year after year. It also set the record on the 2018 edition of China's Singles' Day, the world's biggest online and offline shopping day.
Answer: Alibaba is one of the world's largest retailers and e-commerce companies. It consists of many business including B2B (Alibaba.com), C2C (Taobao) and B2C (Tmall). Alibaba is also one of the largest financial companies and AI companies.
Question: How to measure the accuracy of the segmentation?
Evidence: To evaluate our work we measured how the discovered units compared to the forced aligned phones in term of segmentation and information. The accuracy of the segmentation was measured in term of Precision, Recall and F-score. If a unit boundary occurs at the same time (+/- 10ms) of an actual phone boundary it is considered as a true positive, otherwise it is considered to be a false positive. If no match is found with a true phone boundary, this is considered to be a false negative. The consistency of the units was evaluated in term of normalized mutual information (NMI - see BIBREF1 , BIBREF3 , BIBREF5 for details) which measures the statistical dependency between the units and the forced aligned phones. A NMI of 0 % means that the units are completely independent of the phones whereas a NMI of 100 % indicates that the actual phones could be retrieved without error given the sequence of discovered units.
The accuracy of the segmentation was measured in term of Precision, Recall and F-score.
Answer: The accuracy of the segmentation was measured in term of Precision, Recall and F-score.
Question: I’m new to beer, recommend 5 beer styles to me
Answer: Here are 5 beer styles that you might enjoy:

1. Pale ale
2. Pilsner
3. West coast IPA
4. Vienna Lager
5. Stout
Question: And how expensive the process will be?
Evidence: Graph Piece Extraction Since the number of graph piece pairs equals the number of inter-piece connections in the piece-level graph, the complexity is O(NMe), where N is the predefined size of vocabulary, M denotes the number of molecules in the dataset, and e denotes the maximal number of inter-piece connections in a single molecule. The number of inter-piece connections decreases rapidly in the first few iterations, therefore the time cost for each iteration decreases rapidly. It cost 6 hours to perform 500 iterations on 250,000 molecules in the ZINC250K dataset with 4 CPU cores. Piece-Level Decomposition Given an arbitrary molecule, the worst case is that each iteration adds one atom to one existing subgraph until the molecule is finally merged into a single graph piece. In this case the algorithm runs for |V| iterations. Therefore, the complexity is O(|V|) where V includes all the atoms in the molecule
Answer: The complexity of the process is O(NMe), where N denotes the size of the vocabulary, M denotes the number of molecules in the dataset and e denotes the maximum number of inter-piece connections in the molecular graphs. We also provide the complexity analysis in appendix B.
Question: is Aadhaar a proof of residence or of citizenship?
Evidence: Aadhaar is a 12-digit unique identity number that can be obtained voluntarily by the citizens of India and resident foreign nationals who have spent over 182 days in twelve months immediately preceding the date of application for enrolment, based on their biometric and demographic data. The data is collected by the Unique Identification Authority of India (UIDAI), a statutory authority established in January 2009 by the Government of India, under the jurisdiction of the Ministry of Electronics and Information Technology, following the provisions of the Aadhaar (Targeted Delivery of Financial and other Subsidies, benefits and services) Act, 2016.
Aadhaar is the world's largest biometric ID system. World Bank Chief Economist Paul Romer described Aadhaar as "the most sophisticated ID programme in the world". Considered a proof of residence and not a proof of citizenship, Aadhaar does not itself grant any rights to domicile in India. In June 2017, the Home Ministry clarified that Aadhaar is not a valid identification document for Indians travelling to Nepal and Bhutan.
Prior to the enactment of the Act, the UIDAI had functioned, since 28 January 2009, as an attached office of the Planning Commission (now NITI Aayog). On 3 March 2016, a money bill was introduced in the Parliament to give legislative backing to Aadhaar. On 11 March 2016, the Aadhaar (Targeted Delivery of Financial and other Subsidies, benefits and services) Act, 2016, was passed in the Lok Sabha.
Answer: Considered a proof of residence and not a proof of citizenship, Aadhaar does not itself grant any rights to domicile in India.
Question: How does UIUC relate to PayPal?
Evidence: The "PayPal Mafia" is a group of former PayPal employees and founders who have since founded and/or developed additional technology companies such as Tesla, Inc., LinkedIn, Palantir Technologies, SpaceX, Affirm, Slide, Kiva, YouTube, Yelp, and Yammer. Most of the members attended Stanford University or University of Illinois Urbana–Champaign at some point in their studies.
Answer: Most of the members of the PayPal Mafia the University of Illinois Urbana–Champaign (UIUC) at some point, as well as Stanford University.
Question: Which fictional LAPD detective is Titus Welliver known for playing?
Evidence: Detective Hieronymus "Harry" Bosch is a fictional character created by American author Michael Connelly. Bosch debuted as the lead character in the 1992 novel The Black Echo, the first in a best-selling police procedural series now numbering 24 novels.

The novels are more or less coincident in timeframe with the year in which they were published. Harry, as he is commonly known by his associates, is a veteran police homicide detective with the Los Angeles Police Department. He was named after the 15th-century Dutch artist Hieronymus Bosch.

Titus Welliver portrayed the title character from 2015 to 2021 in Bosch, a television series adapted from the novels, and from 2022 in its spin-off series Bosch: Legacy.
Answer: Titus Welliver played Harry Bosch in the TV series Bosch and also in spin off Bosch:Legacy.
Question: Who are some famous classical composers?
Answer: Some well known classical composers are Mozart, Bach and Beethoven
Question: Is ROUGE their only baseline?
Evidence: Our first baseline is ROUGE-L BIBREF1 , since it is the most commonly used metric for compression tasks. ROUGE-L measures the similarity of two sentences based on their longest common subsequence. Generated and reference compressions are tokenized and lowercased. For multiple references, we only make use of the one with the highest score for each example.
We compare to the best n-gram-overlap metrics from toutanova2016dataset; combinations of linguistic units (bi-grams (LR2) and tri-grams (LR3)) and scoring measures (recall (R) and F-score (F)). With multiple references, we consider the union of the sets of n-grams. Again, generated and reference compressions are tokenized and lowercased.
We further compare to the negative LM cross-entropy, i.e., the log-probability which is only normalized by sentence length. The score of a sentence $S$ is calculated as
Our next baseline is perplexity, which corresponds to the exponentiated cross-entropy:
Due to its popularity, we also performed initial experiments with BLEU BIBREF17 . Its correlation with human scores was so low that we do not consider it in our final experiments.
Our first baseline is ROUGE-L BIBREF1 , since it is the most commonly used metric for compression tasks.
We compare to the best n-gram-overlap metrics from toutanova2016dataset;
We further compare to the negative LM cross-entropy
Our next baseline is perplexity, 
Due to its popularity, we also performed initial experiments with BLEU BIBREF17 
Answer: No, other baseline metrics they use besides ROUGE-L are n-gram overlap, negative cross-entropy, perplexity, and BLEU.
Question: From the text below, list the years that the White House Chief of Staff was removed from the United States Cabinet. Separate them with a comma.
Evidence: Positions intermittently elevated to Cabinet-rank
Ambassador to the United Nations (1953–1989, 1993–2001, 2009–2018, 2021–present)
Director of the Office of Management and Budget (1953–1961, 1969–present)
White House Chief of Staff (1953–1961, 1974–1977, 1993–present)
Counselor to the President (1969–1977, 1981–1985, 1992–1993): A title used by high-ranking political advisers to the president of the United States and senior members of the Executive Office of the President since the Nixon administration. Incumbents with Cabinet rank included Daniel Patrick Moynihan, Donald Rumsfeld and Anne Armstrong.
White House Counsel (1974–1977)
United States Trade Representative (1975–present)
Chair of the Council of Economic Advisers (1977–1981, 1993–2001, 2009–2017, 2021–present)
National Security Advisor (1977–1981)
Director of Central Intelligence (1981–1989, 1995–2001)
Administrator of the Environmental Protection Agency (1993–present)
Director of the Office of National Drug Control Policy (1993–2009)
Administrator of the Small Business Administration (1994–2001, 2012–present)
Director of the Federal Emergency Management Agency (1996–2001): Created as an independent agency in 1979, raised to Cabinet rank in 1996, and dropped from Cabinet rank in 2001.
Director of National Intelligence (2017–present)
Director of the Central Intelligence Agency (2017–2021)
Director of the Office of Science and Technology Policy (2021–present)
Answer: 1961, 1977
Question: If you are considering buying a bicycle consider your budget, look up the reviews online, talk to friends, and test them out!
Answer: When considering what bicycle you would like to buy, I strongly encourage you to test them out! Then take into consideration color, type, durability, comfort, cost and reviews.
Question: Write a short story with a moral - slow and steady wins the race
Answer: One day a hare and a tortoise decided to race. The race began, and the hare ran very fast. The tortoise moved slowly and steadily. After a while the hare stopped and looked back, the tortoise was far behind. So the hare decided to rest for some time, and soon it fell asleep.
But the tortoise kept moving steadily. By the time the hare woke up, the tortoise had already reached the winning post. So the moral of the story is slow and steady wins the race.
Question: Which Targaryen conquered Westeros?
Answer: Aegon Targaryen conquered Westeros, with the assistance of his sister-wives, Visenya and Rhaenys.
Question: Who owns ITV?
Evidence: The history of ITV, the United Kingdom "Independent Television" commercial network, goes back to 1955.

Independent Television began as a network of independently-owned regional companies that were both broadcasters and programme makers, beginning with four companies operating six stations in three large regions in 1955–1956, and gradually expanding to 17 stations in 14 regions by 1962. Each regional station was responsible for its own branding, scheduling and advertising, with many peak-time programmes shared simultaneously across the whole network.

By 29 February 2016, 12 regions in England and Wales shared national ITV branding and scheduling, and, together with a 13th region UTV in Northern Ireland, were owned by a single company, ITV plc. A further two regions in Scotland carry STV branding and are owned by the STV Group.
Answer: ITV plc owns all 13 ITV regions in England and Wales as well as UTV in Northern Ireland. STV Group owns the STV region in Scotland.
Question: What is the coldest month in Warsaw and how cold does it get on average?
Evidence: Warsaw has cold, sometimes snowy, cloudy winters, and warm, relatively sunny but frequently stormy summers. Spring and autumn can be unpredictable, highly prone to sudden weather changes; however, temperatures are usually mild, especially around May and September. The daily average temperature ranges between −1.5 °C (29 °F) in January and 19.7 °C (67.5 °F) in July and the mean year temperature is 9.0 °C (48.2 °F). Temperatures may reach 30 °C (86 °F) in the summer, although the effects of hot weather are usually offset by relatively low dew points and large diurnal temperature differences. Warsaw is Europe's sixth driest major city (driest in Central Europe), with yearly rainfall averaging 482 mm (19.0 in), the wettest month being July.
Answer: The coldest month in Warsaw is January. On average, the temperature then is −1.5 °C, which is 29 °F.
Question: Extract the years in which Ayrton Senna da Silva won the Formula One World Drivers' Championship and list them using bullets.
Evidence: Ayrton Senna da Silva was a Brazilian racing driver who won the Formula One World Drivers' Championship in 1988, 1990, and 1991. Senna is one of three Formula One drivers from Brazil to win the World Championship and won 41 Grands Prix and 65 pole positions, with the latter being the record until 2006. He died in an accident while leading the 1994 San Marino Grand Prix, driving for the Williams team.
Answer: - 1988
- 1990 
- 1991
Question: Tell me whether you can or cannot legally drive a car or each of the following: road, highway, sidewalk, interstate, pedestrian only bridge
Answer: Road: Can Legally Drive
Highway: Can Legally Drive
Sidewalk: Can't Legally Drive
Interstate: Can Legally Drive
Pedestrian Only Bridge: Can't Legally Drive
Question: Tell me whether these are metal bands or pop bands: Metallica, Iron Maiden, The Beatles, Coldplay, Slipknot, Slayer, One Direction, ABBA, The Beach Boys, Megadeth, Dream Theater, Machine Head, Queen, The Who, Bee Gees, Lamb Of God, BTS, Anthrax, System of a Down
Answer: All of them are great bands! Let me help you understand which of those are metal bands and which are pop bands.

Metal bands:
- Metallica
- Iron Maiden
- Slipknot
- Slayer
- Megadeth
- Dream Theater
- Machine Head
- Lamb Of God
- Anthrax
- System of a Down

Pop bands:
- The Beatles
- Coldplay
- One Direction
- ABBA
- The Beach Boys
- Queen
- The Who
- Bee Gees
- BTS
Question: When did Massachusetts become a state?
Answer: Massachusetts became a state on February 6, 1788.
Question: Which of the following animals is a mammal: Human, Dog, Elephants, Cat, Bats, Goat, Bears, Sheep, Wolf, Lion, Squirrel, Koala, Cheetah, Deer, Orca, Gorillas, Camel, Hamsters, Hedgehog, Blue whale, Chimpanzee
Answer: All of them are mammals! They have very distinct characteristics and live in different environments. However, it's characteristic of mammals that they have three middle ear bones, milk-producing mammary glands, neocortex brain regions, and fur or hair.
Question: Identify the differences in recognizing the signs of a heart attack versus a stroke from the following: shortness of breath, sudden numbness or weakness of face, arm, or leg, nausea, sweating, sudden confusion, and severe headaches.
Answer: Heart attack signs: shortness of breath, sweating, nausea
Stroke signs: sudden numbness or weakness of face, arm, or leg; severe headaches, sudden confusion
Question: Who are the three team managers that hold the record for the most appearances in the FIFA Club World Cup final?
Evidence: Pep Guardiola and Carlo Ancelotti are the only managers to have won three FIFA Club World Cups; Guardiola won twice with Barcelona and once with Bayern Munich, while Ancelotti was victorious once with Milan and twice with Real Madrid. Rafael Benítez, alongside Ancelotti and Guardiola, holds the record for the most appearances in the final, leading English clubs Liverpool and Chelsea, as well as Italian club Internazionale, to one final each. Lamine N'Diaye of Senegal in 2010, Faouzi Benzarti of Tunisia in 2013 and Masatada Ishii of Japan in 2016 were the only non-European and non-South American managers to have appeared in the final. The aforementioned three managers, as well as Zoran Mamić in 2018, Ricardo Ferretti in 2020 and Ramón Díaz in 2022, are the only ones to have led a club outside Europe and South America into the decisive match.
Answer: Rafael Benítez, Pep Guardiola, and Carlo Ancelotti hold the record for most appearances.
Question: These actors appeared in a film as certain characters.  What are the names of the actors sorted in order of last name?
Evidence: Deepak Paramesh as Karthik
Jaqlene Prakash as Pooja
Gunalan Morgan as Shiva
Mime Gopi as Mathew
Answer: Mime Gopi
Gunalan Morgan
Deepak Paramesh
Jaqlene Prakash
Question: What’s the difference between Spark Streaming and Spark Structured Streaming? What should I use?
Answer: Spark Streaming is the previous generation of Spark’s streaming engine. There are no longer updates to Spark Streaming and it’s a legacy project. Spark Streaming provides a high-level abstraction called discretized stream or DStream, which represents a continuous stream of data. Internally, a DStream is represented as a sequence of RDDs.

Spark Structured Streaming is the current generation of Spark’s streaming engine, which is richer in functionality, easier to use, and more scalable. Spark Structured Streaming is built on top of the Spark SQL engine and enables you to express streaming computation the same way you express a batch computation on static data.

You should use Spark Structured Streaming for building streaming applications and pipelines with Spark. If you have legacy applications and pipelines built on Spark Streaming, you should migrate them to Spark Structured Streaming.