DataHammer/scimrc huggingface dataset:
Question: Which of the following are not colors of the rainbow spectrum?  Purple, Blue, Aqua, Orange, Black, Violet, Pink
Answer: The colors of the rainbow spectrum are typically referenced using the acronym ROYGBIV: Red, Orange, Yellow, Green, Blue, Indigo & Violet. From the prior list, the colors that are not part of the rainbow spectrum are Purple, Aqua, Black and Pink.
Question: Please tell me if the following cities are in Germany, Austria or Switzerland: Munich, Vienna, Zurich, Dortmund, Lucerne, Bern, Stuttgart, Klagenfurt, Salzburg, Bremen, Geneva, Innsbruck
Answer: Germany: Munich, Dortmund, Stuttgart, Bremen
Austria: Vienna, Klagenfurt, Salzburg, Innsbruck
Switzerland: Zurich, Lucerne, Bern, Geneva
Question: What are Jindo dogs like?
Answer: Jindos are extremely loyal, and territorial. Unlike most dogs, Jindos do not play fetch, and rarely bark. They are also very independent, and some would say they march to the beat of their own drum. When meeting strangers they tend to be very reserved, but are highly affectionate to their owners. It is very hard to earn their trust, but once you do Jindos make loving companions.
Question: Do the users tend to incorporate phrases and more generic terminology when using more complex network graphs?
Evidence: Currently, probabilistic topic models are important tools for improving automatic text processing including information retrieval, text categorization, summarization, etc. Besides, they can be useful in supporting expert analysis of document collections, news flows, or large volumes of messages in social networks BIBREF0 , BIBREF1 , BIBREF2 . To facilitate this analysis, such approaches as automatic topic labeling and various visualization techniques have been proposed BIBREF1 , BIBREF3 .
Boyd-Graber et al. BIBREF4 indicate that to be understandable by humans, topics should be specific, coherent, and informative. Relationships between the topic components can be inferred. In BIBREF1 four topic visualization approaches are compared. The authors of the experiment concluded that manual topic labels include a considerable number of phrases; users prefer shorter labels with more general words and tend to incorporate phrases and more generic terminology when using more complex network graph. Blei and Lafferty BIBREF3 visualize topics with ngrams consisting of words mentioned in these topics. These works show that phrases and knowledge about hyponyms/hypernyms are important for topic representation.
In this paper we describe an approach to integrate large manual lexical resources such as WordNet or EuroVoc into probabilistic topic models, as well as automatically extracted n-grams to improve coherence and informativeness of generated topics. The structure of the paper is as follows. In Section 2 we consider related works. Section 3 describes the proposed approach. Section 4 enumerates automatic quality measures used in experiments. Section 5 presents the results obtained on several text collections according to automatic measures. Section 6 describes the results of manual evaluation of combined topic models for Islam Internet-site thematic analysis.
The authors of the experiment concluded that manual topic labels include a considerable number of phrases; users prefer shorter labels with more general words and tend to incorporate phrases and more generic terminology when using more complex network graph.
Answer: Yes.
Question: When is the best time to visit San Francisco?
Answer: The best time to visit San Francisco is right after summer, in September or October. Mark Twain once said the coldest winter he ever spent was a summer in San Francisco. That is because San Francisco has an Indian Summer, when the traditional Summer months are actually quite cold and windy. Starting in September and through October the weather is very moderate and usually sunny.
Question: Why don't soccer players kick with their toe?
Answer: Soccer players typically strike the ball with their laces or with the inside of their foot. These techniques provide more control over the direction of the ball than kicking with the toe.
Question: Classify each of the following as either a deciduous or evergreen tree:  Oak, Pine, Spruce, Maple, Fir, Elm
Answer: Deciduous trees include Oak, Maple, and Elm.  Evergreen trees include Pine, Spruce, and Fir.
Question: Tell me some different ways that you can listen to music
Answer: There are many ways to listen to live music or recorded music. Live music you can experience at concerts and music festivals. Recorded music can be accessed via streaming services such as Spotify, YouTube and Apple Music. Music can also be purchased on compact disc, vinyl, cassette or digital download. This recorded music can then be listened to at home or on the go via speakers and headphones that connect to playback devices such as computers, phones, compact-disc players or record players.
Question: What are four universities in the state of Florida?
Answer: Four universities in the state of Florida are the University of Florida, University of Tampa, University of South Florida, and Florida State University.
Question: How better is proposed model compared to baselines?
Evidence: We compare our method with the models trained using Adobe internal NLU tool, Pytext BIBREF18 and Rasa BIBREF19 NLU tools. Table TABREF22 shows the results on Test set. Our model improves the F1 score by almost 2%, which corresponds to a 12.3% error rate reduction. This improvements proves the effectiveness of using contextual information for the task of slot filling.
 Our model improves the F1 score by almost 2%, which corresponds to a 12.3% error rate reduction.
Answer: The answers are shown as follows:
*  improves the F1 score by almost 2%, which corresponds to a 12.3% error rate reduction
Question: What is the standard tuning of an electric guitar?
Answer: The standard tuning of an electric guitar beginning with the 6th string going down the 1st string is EADGBE
Question: In their ASR system, what is the language model used for?
Evidence: Informal speech is different from formal speech, especially in Vietnamese due to many conjunctive words in this language. Building an ASR model to handle such kind of speech is particularly difficult due to the lack of training data and also cost for data collection. There are two components of an ASR system that contribute the most to the accuracy of it, an acoustic model and a language model. While collecting data for acoustic model is time-consuming and costly, language model data is much easier to collect.
The language model training for the Automatic Speech Recognition (ASR) system usually based on corpus crawled on formal text, so that some conjunctive words which often used in conversation will be missed out, leading to the system is getting biased to writing-style speech.
In this paper, we present our attempt to mitigate the problems using a large scale data set and a language model combination technique that only require a small amount of conversation data but can still handle very well conversation speech.
In this section, we describe our ASR system, which consists of 2 main components, an acoustic model which models the correlation between phonemes and speech signal; and a language model which guides the search algorithm throughout inference process.
Answer: For guiding the search algorithm throughout inference process.
Question: What is the universe made of?
Answer: Astronomers don’t seem to know what 95% of the universe is made of. Atoms and physical matter, which form everything we see around us, only account for a measly 5%. Over the past 80 years it has become clear that the substantial remainder is comprised of two shadowy entities – dark matter and dark energy. The former, first discovered in 1933, acts as an invisible glue, binding galaxies and galaxy clusters together. Dark energy, Unveiled in 1998, is responsible for the universe’s accelerated expansion.
Question: What is ChatGPT?
Answer: ChatGPT is a large language model (LLM) built by a company names OpenAI.  It has the ability to answer in a human like way to any question that you ask it.  It can generate code from text, write stories, answer questions, make hashtags, help summarize notes, etc.  It was launched on November 30, 2022 and it gained millions of users in the first week it was available for free use by the public.  ChatGPT models can also be customized for industry specific use cases using smaller training datasets.
Question: Identify which instrument is string or percussion: Caxixi, Gunjac
Answer: Gunjac is string, Caxixi is percussion.
Question: Who was the highest-paid College president in 2003-2004 in U.S.?
Evidence: The school first opened in 1962 as Marymount College, a women's junior college founded by the Religious of the Sacred Heart of Mary (RSHM). Due to financial hardship Marymount College sought to sell the books of its library. Donald E. Ross visited the campus to purchase the library, but was so inspired by the school he decided to stay and help it succeed. In 1971, a period of transition began, and the school was placed under the control of a lay board. At that time, Donald E. Ross was named president. In 1974, the name was changed to the College of Boca Raton. The college was granted accreditation at Level II in 1986. In 1988, it was accredited at Level III. During this time, it was transformed from a two-year school to a four-year college with a master's program.

Entrance of Lynn University in Boca Raton
The College of Boca Raton became Lynn University in 1991 to honor its benefactors, the Lynn family.

In 2003–2004, Donald E. Ross was paid a salary of over $5,000,000, making him at the time the highest-paid college or university president in the nation. Lynn University retained the national accounting firm KPMG to determine an equitable retirement compensation package for Ross considering his performance and 35-year term of service ("More than $4.5 million was put aside for his planned June 2006 retirement – an influx of cash designed to make up for decades of no retirement benefits" being allocated due to budget concerns). This was a third of the endowment for the university. On July 1, 2006, Ross retired after 35 years as the university's president; Kevin M. Ross succeeded his father in office.

On October 22, 2012, the university hosted the third and final 2012 U.S. presidential debate between U.S. president Barack Obama and former Massachusetts governor Mitt Romney concerning U.S. foreign policy. The debate was held at the Keith C. and Elaine Johnson World Performing Arts Center and was moderated by journalist Bob Schieffer of CBS News.
Answer: In 2003–2004, Donald E. Ross was paid a salary of over $5,000,000, making him at the time the highest-paid college or university president in the nation.
Question: Tell me an uplifting story about a recently departed dear friend and how she continues to inspire and guide me.  Use references from Star Wars to drive the point home.
Answer: One year ago, Kate departed for the Next Place. 
It struck me this morning that--while I miss her like gangbusters--she is actually still “with” me, and now, more than ever. 
She's sitting right there on a sunny day; She's giggling at me when I'm ridiculous (and I know if the same thing happened to her, she’d be self-deprecating about it and just keep going, so I keep going too!);  Her advice lulls me to sleep when I’m contemplating difficult child-rearing problems; And there she is, whispering in my ear during work meetings, when I need to make tough decisions. 
She reminds me every day that I can do this.
ALL of this. 
Kate has become a Jedi/Force Ghost...and she is more powerful now than ever.
Question: What is the difference between algebra and calculus?
Answer: Algebra and Calculus are closely related as much as one has to constantly use algebra while doing calculus. Being familiar with algebra, makes one feel comfortable with calculus. Algebra will let you grasp topics in calculus better and vice versa. But we can also do an analysis of algebra vs calculus. 
Algebra focuses on solving equations whereas calculus is primarily focused on the rate of change of functions.The two main operations of calculus are differentiation (find the rate of change of a function) and integration (find the area under a curve of a function).  Calculus deals with operations on functions and their derivatives whereas algebra deals with operations on variables and numbers
Question: Did the DL model with GloVe word embeddings achieve better results on three datasets?
Evidence: In the first experiment, we evaluated the DL and ML methods on SNLI, multi-NLI, Quora, and Clinical-QE. For the datasets that did not have a development and test sets, we randomly selected two sets, each amounting to 10% of the data, for test and development, and used the remaining 80% for training. For MultiNLI, we used the dev1-matched set for validation and the dev2-mismatched set for testing.
Table TABREF28 presents the results of the first experiment. The DL model with GloVe word embeddings achieved better results on three datasets, with 82.80% Accuracy on SNLI, 78.52% Accuracy on MultiNLI, and 83.62% Accuracy on Quora. Logistic Regression achieved the best Accuracy of 98.60% on Clinical-RQE. We also performed a 10-fold cross-validation on the full Clinical-QE data of 8,588 question pairs, which gave 98.61% Accuracy.
In the second experiment, we used these datasets for training only and compared their performance on our test set of 850 consumer health questions. Table TABREF29 presents the results of this experiment. Logistic Regression trained on the clinical-RQE data outperformed DL models trained on all datasets, with 73.18% Accuracy.
To validate further the performance of the LR method, we evaluated it on question similarity detection. A typical approach to this task is to use an IR method to find similar question candidates, then a more sophisticated method to select and re-rank the similar questions. We followed a similar approach for this evaluation by combining the LR method with the IR baseline provided in the context of SemEval-cQA. The hybrid method combines the score provided by the Logistic Regression model and the reciprocal rank from the IR baseline using a weight-based combination:
 INLINEFORM0 
The weight INLINEFORM0 was set empirically through several tests on the cQA-2016 development set ( INLINEFORM1 ). Table TABREF30 presents the results on the cQA-2016 and cQA-2017 test datasets. The hybrid method (LR+IR) provided the best results on both datasets. On the 2016 test data, the LR+IR method outperformed the best system in all measures, with 80.57% Accuracy and 77.47% MAP (official system ranking measure in SemEval-cQA). On the cQA-2017 test data, the LR+IR method obtained 44.66% MAP and outperformed the cQA-2017 best system in Accuracy with 67.27%.
Table 2 presents the results of the first experiment. The DL model with GloVe word embeddings achieved better results on three datasets, with 82.80% Accuracy on SNLI, 78.52% Accuracy on MultiNLI, and 83.62% Accuracy on Quora.
Answer: Yes, it did.
Question: What is a levee?
Answer: A levee is a built barrier that is used to hold back water.  Often times during construction levees are built to cheapen construction costs so individual home foundations do not have to be raised in areas that are prone to flooding.  Raising individual home foundations to prevent flooding is very costly.  Levees help to prevent flooding and also help capture water that could cause flooding during heavy rain, torrential storms, and hurricanes.
Question: Are the annotations of non-standardized orthographic transcriptions useful in the study of historical language and orthography change?
Evidence: Our resource has the potential to be the basis of computational research in Mapudungun across several areas. Since the collected audio has been transcribed, our resource is appropriate for the study of automatic speech recognition and speech synthesis. The Spanish translations enable the creation of machine translation systems between Mapudungun and Spanish, as well as end-to-end (or direct) speech translation. We in fact built such speech synthesis, speech recognition, and machine translation systems as a showcase of the usefulness of our corpus in that research direction.
Furthermore, our annotations of the Spanish words interspersed in Mapudungun speech could allow for a study of code-switching patterns within the Mapuche community. In addition, our annotations of non-standardized orthographic transcriptions could be extremely useful in the study of historical language and orthography change as a language moves from predominantly oral to being written in a standardized orthography, as well as in building spelling normalization and correction systems. The relatively large amount of data that we collected will also allow for the training of large language models, which in turn could be used as the basis for predictive keyboards tailored to Mapudungun. Last, since all data are dialogues annotated for the different speaker turns, they could be useful for building Mapudungun dialogue systems and chatbot-like applications.
The potential applications of our resource, however, are not exhausted in language technologies. The resource as a whole could be invaluable for ethnographic and sociological research, as the conversations contrast traditional and Western medicine practices, and they could reveal interesting aspects of the Mapuche culture.
In addition, the corpus is a goldmine of data for studying the morphostyntax of Mapudungun BIBREF8. As an isolate polysynthetic language, the study of Mapudungun can provide insights into the range of possibilities within human languages can work.
In addition, our annotations of non-standardized orthographic transcriptions could be extremely useful in the study of historical language and orthography change as a language moves from predominantly oral to being written in a standardized orthography, as well as in building spelling normalization and correction systems.
Answer: Yes, they are.
Question: What car manufacturers were associated with American Muscle cars in the 1960s and 1970s?
Answer: Chevrolet, Ford, Dodge
Question: Tell me whether these countries belong to the EU or not: Greece, United Kingdom, Turkey, Ukraine, France, Italy, Spain
Answer: Greece: EU country, United Kingdom: non-EU country, Turkey: non-EU country, Ukraine: non-EU country, France: EU country, Italy: EU country, Spain: EU country
Question: How can I be healthy ?
Answer: Being healthy is not a difficult task. In fact, by supporting your body and mind, making some simple tweaks to your routine, and setting small goals for yourself, you can be on the path toward living a healthier, happier life. 
In order to be healthy, focus on the following things: 
- Having a healthy diet: you should drink more water, eat your breakfast and respect your meals time. 
- Having a healthy exercice plan.
- Being emotionally healthy. 
- Building a healthy routine.
Question: Identify which instrument is string or percussion: Tabla, Tres
Answer: Tres is string, Tabla is percussion.
Question: Classify each of the countries as "English Speaking" or "Spanish Speaking": Costa Rica, USA, Canada, Ecuador, Peru
Answer: Costa Rica: Spanish Speaking
USA: English
Canada: English
Ecuador: Spanish
Peru: Spanish
Question: When was Heineken founded?
Answer: Heineken was founded on February 15th 1864 in Amsterdam. Heineken is a well know beer brand.
Question: How much more did the house cost than originally planned? Express as an absolute or nominal difference, not as a percentage.
Evidence: On March 14, 1909, the Sacramento Union reported that Robert E. Cranston was about to begin work on a $10,000 residence and garage that had been designed by the architectural firm of Sellon & Hemmings.

The building permit was issued to Cranston two months later (May 20, 1909).16 It indicated that the two-story frame dwelling and its garage were expected to cost $11,000, an increase over the price estimated in March. Three years later, when it was sold to the Geary family, the house was reported by a Sacramento Bee journalist to have cost more than $25,000 to build.
Answer: $15,000 more than originally planned. The house cost $25,000 but was originally quoted at $10,000. $25,000 - $10,000 = $15,000
Question: What is the Mayan Civilization known for?
Answer: The Maya civilization of the Mesoamerican people is known by its ancient temples and glyphs. Its Maya script is the most sophisticated and highly developed writing system in the pre-Columbian Americas. The first Maya cities developed around 750 BC, and by 500 BC.It is also noted for its art, architecture, mathematics, calendar, and astronomical system.
The Maya civilization developed in the Maya Region, an area that today comprises southeastern Mexico, all of Guatemala and Belize, and the western portions of Honduras and El Salvador.
Question: From the passage provided, extract the year Kabaddi was added to Asian Games
Evidence: Kabaddi is a sport developed centered on Jallikattu. It is common among the Ayar tribal people who lived in the Mullai geographical region of ancient Tamil Nadu. A player going to the opposition is treated like a Bull. It is like taming a bull without touching it, as it is mentioned in Sangam Literature that the game called Sadugudu was practised since ages. There are also accounts of Gautam Buddha having played the game recreationally. There is another version to this sport origins and rich history, Legend has it that kabaddi originated in Tamil Nadu over 4,000 years ago.

The game was said to have been popular among the Yadava people. An Abhang by Tukaram stated that the lord Krishna played the game in his youth.

Modern kabaddi is a synthesis of the game played in various forms under different names in the Indian subcontinent. India has been first credited with having helped to popularise kabaddi as a competitive sport, with the first organized competitions occurring in the 1920s, their introduction to the programme of the Indian Olympic Games in 1938, the establishment of the All-India Kabaddi Federation in 1950, and it being played as a demonstration sport at the inaugural 1951 Asian Games in New Delhi. These developments helped to formalize the sport, which had traditionally been played in villages, for legitimate international competition.

After being demonstrated again at the 1982 Asian Games in Delhi, Kabaddi was added to the Asian Games programme beginning in 1990.
Answer: Kabaddi was added to the Asian Games programme beginning in 1990.