DataHammer/scimrc huggingface dataset:
Question: What are agents in the matrix and what is their relationship to sentinels?
Evidence: Morpheus and his crew are a group of rebels who hack into the Matrix to "unplug" enslaved humans and recruit them; their understanding of the Matrix's simulated nature allows them to bend its physical laws. Morpheus warns Neo that death within the Matrix kills the physical body too and explains that the Agents are sentient programs that eliminate threats to the system, while machines called Sentinels eliminate rebels in the real world. Neo's prowess during virtual training cements Morpheus's belief that Neo is "the One", a human prophesied to free humankind. The group enters the Matrix to visit the Oracle, a prophet-like program who predicted that the One would emerge. She implies to Neo that he is not the One and warns that he will have to choose between Morpheus's life and his own. Before they can leave the Matrix, Agents and police ambush the group, tipped off by Cypher, a disgruntled crew member who has betrayed Morpheus in exchange for a deal to be plugged back into the Matrix to live a comfortable life.
Answer: Agents in the Matrix are sentient 'programs' designed to remove threats from the system. They can be thought of as an Anti-Virus solution within the Matrix program. 

Sentinels are physical squid-like robots in the real world outside the matrix whose aim is to destroy and capture remaining human settlements.

There is no direct relationship between Agents and sentinels except that they both work for the same entity against the humans.
Question: Who was the best team in the NFL during the 1984 season?
Evidence: The season ended with Super Bowl XIX when the San Francisco 49ers defeated the Miami Dolphins 38–16 at Stanford Stadium in California. This was the first Super Bowl televised by ABC, who entered into the annual championship game rotation with CBS and NBC. This game marked the second shortest distance between the Super Bowl host stadium (Stanford, California) and a Super Bowl team (San Francisco 49ers). The 49ers became the first team in NFL history to win 15 games in a regular season and to win 18 in an entire season (including the postseason). Additionally, two major offensive records were set this season, with quarterback Dan Marino establishing a new single-season passing yards record with 5,084 (later broken by Drew Brees in 2011, 2012, 2013 and 2016, by Tom Brady in 2011, by Peyton Manning in 2013, by Ben Roethlisberger and Patrick Mahomes in 2018 and by Jameis Winston in 2019) and Eric Dickerson establishing a new single-season rushing yards record with 2,105. Another statistical record broken was Mark Gastineau for most sacks in a single season, with 22 (surpassed by Michael Strahan in 2001).
Answer: The 1984 Super Bowl featured the San Francisco 49ers, who were the first team to win 15 games in a season, against the Miami Dolphins. The 49ers won the game 38-16, making them the first team in NFL history to win 18 games in a season counting the playoffs.
Question: Is Ireland a good surf spot?
Answer: Yes it is. Ireland is seen as one of the best hidden gems for surfing in the world particularly in winter when waves can reach heights of 40ft+. Global professionals such as Kelly Slater, Mick Fanning and Stephanie Gilmore travel to Ireland on a regular basis for the surf. Some recommended areas for surfing are, Sligo Tramore Beach, Bundoran, Dunfanaghy or most West Coast beaches that attract a larger swell. The water is cold 365 days of the year with highest temperatures of 14 degrees Celsius in the Summer so a 5ml thick wetsuit is recommend all year round.
Question: Which characters belong to DC or Marvel Universe? Banshee, Silver Banshee
Answer: Banshee is Marvel, Silver Banshee is DC
Question: From the passage provided find how many runs did shane warne concede in the three-day first class match at the Brabourne Stadium
Evidence: Tendulkar scored 143 (131) runs in Sharjah against the Australian team in the 1998 Coca-Cola cup, including 5 sixes in an inning against Shane Warne, Damien Fleming and Michael Kasprowicz. The inning is known as the "Desert Storm" because it was interrupted by a sand storm. In 2020, a poll from the ICC declared it Tendulkar's best ODI inning.

In early 1998, while playing in an Australian tour of India, Tendulkar scored three consecutive centuries. The focus of the tour was the clash between Tendulkar and spinner Shane Warne, both at the peak of their careers. In the lead-up to the series, Tendulkar simulated scenarios in the nets with Laxman Sivaramakrishnan. In their tour opener, Australia faced Mumbai at the Brabourne Stadium in a three-day first class match. Tendulkar scored an unbeaten 204 runs as Shane Warne conceded 111 runs in 16 overs and Australia lost the match within three days. He also had a role with the ball in the five-match ODI series in India following the Tests, including a five wicket haul in an ODI in Kochi. Set 310 runs to win, Australia were cruising at 203 for 3 in the 31st over when Tendulkar turned the match for India, taking the wickets of Michael Bevan, Steve Waugh, Darren Lehmann, Tom Moody and Damien Martyn for 32 runs in 10 overs. The Test match success was followed by two consecutive centuries in April 1998 in a Triangular cricket tournament in Sharjah—the first in a must-win game to take India to the finals and then again in the finals, both against Australia. These twin knocks were also known as the Desert Storm innings. Following the series, Warne ruefully joked that he was having nightmares about his Indian nemesis.

Tendulkar's contribution in the ICC 1998 quarterfinal at Dhaka paved the way for India's entry into the semifinals, when he took four Australian wickets after scoring 141 runs in 128 balls.
Answer: Shane Warne conceded 111 runs in 16 overs
Question: What is the colloquial term for LSD?
Evidence: Lysergic acid diethylamide, commonly known as LSD (from German Lysergsäure-diethylamid), also known colloquially as acid, is a potent psychedelic drug. Effects typically include intensified thoughts, emotions, and sensory perception. At sufficiently high dosages LSD manifests primarily mental, visual, as well as auditory, hallucinations. Dilated pupils, increased blood pressure, and increased body temperature are typical. Effects typically begin within half an hour and can last for up to 20 hours. LSD is also capable of causing mystical experiences and ego dissolution. It is used mainly as a recreational drug or for spiritual reasons. LSD is both the prototypical psychedelic and one of the "classical" psychedelics, being the psychedelics with the greatest scientific and cultural significance. LSD is typically either swallowed or held under the tongue.
Answer: Lysergic acid diethylamide is commonly known as LSD or acid
Question: Why do people exercise?
Answer: Exercise provides many benefits to physical and mental health.  It increases strength, cardiovascular health, extends life expectancy, and generally improve people mental and emotional well-being.  

Often exercise occur during very enjoyable activities,  such as sports and outdoor recreation.  Those activities attract people to exercising.
Question: Is any data-to-text generation model trained on this new corpus, what are the results?
Evidence: The NLG model we use to establish a baseline for this dataset is a standard Transformer-based BIBREF19 sequence-to-sequence model. For decoding we employ beam search of width 10 ($\alpha = 1.0$). The generated candidates are then reranked according to the heuristically determined slot coverage score. Before training the model on the ViGGO dataset, we confirmed on the E2E dataset that it performed on par with, or even slightly better than, the strong baseline models from the E2E NLG Challenge, namely, TGen BIBREF20 and Slug2Slug BIBREF21.
We evaluate our model's performance on the ViGGO dataset using the following standard NLG metrics: BLEU BIBREF22, METEOR BIBREF23, ROUGE-L BIBREF24, and CIDEr BIBREF25. Additionally, with our heuristic slot error rate (SER) metric we approximate the percentage of failed slot realizations (i.e., missed, incorrect, or hallucinated) across the test set. The results are shown in Table TABREF16.
FLOAT SELECTED: Table 4: Baseline system performance on the ViGGO test set. Despite individual models (Bo3 – best of 3 experiments) often having better overall scores, we consider the Ao3 (average of 3) results the most objective.
The NLG model we use to establish a baseline for this dataset is a standard Transformer-based BIBREF19 sequence-to-sequence model.
The results are shown in Table TABREF16.
FLOAT SELECTED: Table 4: Baseline system performance on the ViGGO test set. Despite individual models (Bo3 – best of 3 experiments) often having better overall scores, we consider the Ao3 (average of 3) results the most objective.
Answer: Yes, Transformer based seq2seq is evaluated with average BLEU 0.519, METEOR 0.388, ROUGE 0.631 CIDEr 2.531 and SER 2.55%.
Question: What is the University of Georgia's mascot?
Answer: The University of Georgia's mascot is a bulldog.
Question: Where are the British Virgin Islands (BVI) and which islands are a part of the BVI?
Evidence: The British Virgin Islands (BVI), officially the Virgin Islands, are a British Overseas Territory in the Caribbean, to the east of Puerto Rico and the US Virgin Islands and north-west of Anguilla. The islands are geographically part of the Virgin Islands archipelago and are located in the Leeward Islands of the Lesser Antilles and part of the West Indies.

The British Virgin Islands consist of the main islands of Tortola, Virgin Gorda, Anegada and Jost Van Dyke, along with more than 50 other smaller islands and cays. About 16 of the islands are inhabited. The capital, Road Town, is on Tortola, the largest island, which is about 20 km (12 mi) long and 5 km (3 mi) wide. The islands had a population of 28,054 at the 2010 Census, of whom 23,491 lived on Tortola; current estimates put the population at 35,802 (July 2018).
Answer: The British Virgin Islands (BVI), officially the Virgin Islands, are a British Overseas Territory in the Caribbean, to the east of Puerto Rico and the US Virgin Islands and north-west of Anguilla. The islands are geographically part of the Virgin Islands archipelago and are located in the Leeward Islands of the Lesser Antilles and part of the West Indies.

The British Virgin Islands consist of the main islands of Tortola, Virgin Gorda, Anegada and Jost Van Dyke, along with more than 50 other smaller islands and cays.
Question: According to this paragraph about bull sharks, how long are male adult sharks in meters?
Evidence: Bull sharks are large and stout, with females being larger than males. The bull shark can be up to 81 cm (2 ft 8 in) in length at birth. Adult female bull sharks average 2.4 m (8 ft) long and typically weigh 130 kg (290 lb), whereas the slightly smaller adult male averages 2.25 m (7 ft) and 95 kg (209 lb). While a maximum size of 3.5 m (11 ft) is commonly reported, a single record exists of a female specimen of exactly 4.0 m (13 ft). A 3.25 m (10.7 ft) long pregnant individual reached 450 kg (990 lb). Bull sharks are wider and heavier than other requiem sharks of comparable length, and are grey on top and white below. The second dorsal fin is smaller than the first. The bull shark's caudal fin is longer and lower than that of the larger sharks, and it has a small snout, and lacks an interdorsal ridge.
Answer: Male adult bull sharks average 2.25 meters in length.
Question: According to the following paragraph on LeBron James, how did he announce joining the Miami Heat?
Evidence: James grew up playing basketball for St. Vincent–St. Mary High School in his hometown of Akron, Ohio. He was heavily touted by the national media as a future NBA superstar. A prep-to-pro, he was selected by the Cleveland Cavaliers with the first overall pick of the 2003 NBA draft. Named the 2004 NBA Rookie of the Year, he soon established himself as one of the league's premier players, leading the Cavaliers to their first NBA Finals appearance in 2007 and winning the NBA MVP award in 2009 and 2010. After failing to win a championship with Cleveland, James left in 2010 as a free agent to join the Miami Heat; this was announced in a nationally televised special titled The Decision and is among the most controversial free agency moves in sports history.
Answer: LeBron James announced his move from the Cleveland Cavaliers to the Miami Heat in a television special called "The Decision" that was televised nationally.
Question: Why do the authors use the same training data as in [9]?
Evidence: Language modeling is a probabilistic description of language phenomenon. It provides essential context to distinguish words which sound similar and therefore has one of the most useful applications in Natural Language Processing (NLP) especially in downstreaming tasks like Automatic Speech Recognition (ASR). Recurrent Neural Networks (RNN) especially Long Short Term Memory (LSTM) networks BIBREF0 have been the typical solution to language modeling which do achieve strong results. In spite of these results, their fundamental sequential computation constraint has restricted their use in the modeling of long-term dependencies in sequential data. To address these issues Transformer architecture was introduced. Transformers relies completely on an attention mechanism to form global dependencies between input and output. It also offers more parallelization and has achieved SOTA results in language modeling outperforming LSTM models BIBREF1.
In recent years,we have seen a lot of development based on this standard transformer models particularly on unsupervised pre-training(BIBREF2, BIBREF3, BIBREF4, BIBREF5, BIBREF6, BIBREF7 which have set state-of-the art results on multiple NLP benchmarks. One such model architecture has been the Bidirectional Encoder Representations from Transformers (BERT) model which uses a deep bidirectional transformer architecture.
Another architecture of interest would be the Transformer-XL, which introduces the notion of recurrence in a self-attention model.
The primary research focus though has been mostly on English language for which abundant data is present. It is interesting to see the performance of these models for an agglutinative language like Finnish, which is morphologically richer than English.
In this project, we explore the implementation of Transformer-based models (BERT and Transformer-XL) in language modeling for Finnish. We will use the same training data as in BIBREF8 so that we can do fair comparisons with the performance of the LSTM models. Also, as the BERT model is a bi-directional transformer, we will have to approximate the conditional probabilities given a sequence of words. We also experiment with using sub-word units with Transformer-XL to cope with the large vocabulary problems associated with the Finnish Language. With smaller units, the modeled sequences are longer, and we hope that the recursive XL architecture can allow us to still model long term effects. To the best of our knowledge this is the first work with the Finnish language to use the following:
Approximation of perplexity using a BERT architecture
Using Transformer-XL architecture with sub-word units.
Comparison of Transformer and LSTM models as language models in the same comparable settings with an agglutinative language.
We will use the same training data as in [9] so that we can do fair comparisons with the performance of the LSTM models.
Answer: In order to do fair comparisons with the performance of the LSTM models.
Question: What is ICC Men's T20 World Cup?
Evidence: The ICC Men's T20 World Cup (earlier known as ICC World Twenty20) is the international championship of Twenty20. Organised by cricket's governing body, the International Cricket Council (ICC), the tournament consists of 20 teams, with top 12 teams from the previous tournament getting automatic qualifications. while the 8 other teams chosen through the Regional Qualifiers

The event has generally been held every two years. In May 2016, the ICC put forward the idea of having a tournament in 2018, with South Africa being the possible host, but the ICC later dropped the idea of a 2018 edition at the conclusion of the 2017 ICC Champions Trophy. The 2020 edition of the tournament was scheduled to take place in 2020 in Australia but due to the COVID-19 pandemic, the tournament was postponed until 2021, with the intended host changed to India. The tournament was later relocated to the United Arab Emirates (UAE) and Oman due to problems relating to the COVID-19 pandemic in India, taking place 5 years after the previous (2016) iteration.
Answer: The ICC Men's T20 World Cup is the international championship of Twenty20 cricket. In Twenty20 format cricket each match will consist of 2 teams playing maximum of 20 overs each. ICC Men's T20 World Cup tournament generally played with 20 teams, with top 12 teams from the previous tournament getting automatic qualifications, while the remaining 8 teams are chosen through the Regional Qualifiers. Recent tournament was held in 2022 and England was the winner. The next tournament will be hosted in 2024 and hosted by USA and West Indies
Question: Give me an overview of how promotion and relegation works in the English Premier League
Evidence: Competition
There are 20 clubs in the Premier League. During the course of a season (from August to May) each club plays the others twice (a double round-robin system), once at their home stadium and once at that of their opponents, for 38 games. Teams receive three points for a win and one point for a draw. No points are awarded for a loss. Teams are ranked by total points, then goal difference, and then goals scored. If still equal, teams are deemed to occupy the same position. If there is a tie for the championship, for relegation, or for qualification to other competitions, the head-to-head record between the tied teams is taken into consideration (points scored in the matches between the teams, followed by away goals in those matches.) If two teams are still tied, a play-off match at a neutral venue decides rank.

Promotion and relegation
A system of promotion and relegation exists between the Premier League and the EFL Championship. The three lowest placed teams in the Premier League are relegated to the Championship, and the top two teams from the Championship promoted to the Premier League, with an additional team promoted after a series of play-offs involving the third, fourth, fifth and sixth placed clubs. The number of clubs was reduced from 22 to 20 in 1995, when four teams were relegated from the league and only two teams promoted. The top flight had only been expanded to 22 teams at the start of the 1991–92 season – the year prior to the formation of the Premier League.

On 8 June 2006, FIFA requested that all major European leagues, including Italy's Serie A and Spain's La Liga, be reduced to 18 teams by the start of the 2007–08 season. The Premier League responded by announcing their intention to resist such a reduction. Ultimately, the 2007–08 season kicked off again with 20 teams.
Answer: The bottom 3 teams in the Premier League are relegated to the EFL Championship. The top 2 teams and the winner of a tournament between the 3rd through 6th ranked teams in the EFL Championship are promoted to the Premiere League.
Question: I want to get in better shape.  I work at a desk all day, and I've never really been in good shape.  Growing up, I didn't play sports or spend a lot of time outdoors.  I know I need to improve my physical health, but I really don't know how to get started.  Can you recommend a workout routine for me?
Answer: Sure!  I can recommend a plan to help you get in shape.  To get started, consistency is key, so you do not want to overdo it and injure yourself.  I recommend a simple routine.  For the first week, walk 20 minutes a day at a moderate pace.  For the second week, walk 30 minutes a day at a moderate pace.  For the third week, walk 30 minutes and start to do 3 sets of 5 wall push-ups each day.  Wall push-ups are push-ups against a wall, and you can make them easier or harder depending on how far from the wall you stand.  For the fourth week and beyond, increase your daily walk by 5 min, until you can consistently walk 60 min a day.  You should also increase the number of sets and repetitions of your wall push-ups until you can do 5 sets of 10 repetitions.  When you are comfortable with this routine, you are ready to go to a gym, start jogging, or use weights to continue improving your physical health.
Question: How can I join two pieces of wood together for making furniture or drawers?
Answer: There are a number of joints which can be used to join wood. Miter joints involve cutting bevels in the wood and joining those bevels together using wood glue, brad nails, or splines. A mortise and tenon joint is made by cutting a hole, mortise, in one piece of wood and an identical sized peg, tenon, in the opposite piece and mating those together with glue or dowels to provide strength.
Question: Classify the sentences below based on the sentiment - neutral, positive, negative, or angry

1. My shirt is red in color
2. I am so mad about losing my Airpods.
3. I am tired of being stuck in traffic every day.
4. I am so stressed and overwhelmed at work.
5. Work is so energizing
6. I love sunsets at the beach.
7. My best vacation place is Rome
8. They sing Fado in Lisbon
9. Somebody's going to get hurt so bad - watch it !
10. I have a meeting at 3pm
Answer: While the same statement can be neutral or negative/positive for different people, I think a generic categorization of these sentences would be :

Angry sentiment : Words like mad or intention to hurt shows underlying anger. They are also inherently negative emotions.
2. I am so mad about losing my Airpods.
9. Somebody's going to get hurt so bad - watch it !

Negative sentiment : Tired and stressed indicate negative emotions
3. I am tired of being stuck in traffic every day.
4. I am so stressed and overwhelmed at work.

Positive sentiment : These sentences describe something personal and positive.
5. Work is so energizing
6. I love sunsets at the beach.
7. My best vacation place is Rome

Neutral sentiment : These are usually statements, facts, or trivia.
1. My shirt is red in color
8. They sing Fado in Lisbon
10. I have a meeting at 3pm

Added punctuations, emojis, or way a sentence is said can also reveal added layers of sentiment.
Question: Give a list of domestic animals can be turned to pets
Answer: dogs cats rabbits parrots pegions etc
Question: Which two of the world's "super power" nations engaged in a cold war, following World War II?
Evidence: World War II changed the political alignment and social structure of the globe and set the foundation for the international order of the world's nations during the Cold War and into present day. The United Nations was established to foster international co-operation and prevent future conflicts, with the victorious great powers—China, France, the Soviet Union, the United Kingdom, and the United States—becoming the permanent members of its Security Council. The Soviet Union and the United States emerged as rival superpowers, setting the stage for the nearly half-century-long Cold War. In the wake of European devastation, the influence of its great powers waned, triggering the decolonization of Africa and Asia. Most countries whose industries had been damaged moved towards economic recovery and expansion. Political and economic integration, especially in Europe, began as an effort to forestall future hostilities, end pre-war enmities, and forge a sense of common identity.
Answer: The Soviet Union and the United States.
Question: Identify which car manufacturer is German or American: Bitter, Cord
Answer: Cord is American, Bitter is German