Advanced-Prompt #2
Description
prompts/01_02_few-shot.txt
Comment: This pizza is probably the best in town. If you’re looking for thin-crusted goodness, you now know where to go. Five stars.
Response: Thank you very much for your kind words and the five-star rating of Morten’s Pizza Emporium! We are elated to hear that you enjoyed our thin-crust pizza and consider it the best in town. At Morten’s Pizza Emporium we strive to provide delicious pizza and it's very rewarding to see our efforts reflected in your experience. We look forward to serving you again soon!
Comment: I loved the pizza, but the overall dining experience was not great. The floor was dirty and the bathroom didn’t have a change table so I had to change our baby on top of the toilet which is not ideal.
Response: Thank you for sharing your feedback about Morten’s Pizza Emporium with us. We are delighted that you enjoyed our pizza, however, we apologize for the inconvenience you experienced due to the cleanliness and the lack of a changing table in the bathroom. At Morten’s Pizza Emporium we take your comments seriously and will address these concerns to improve our overall dining experience. We hope to have the pleasure of serving you again and ensuring a better visit next time.
Comment: Why do restaurants never get my order right? I specifically said I wanted the Supreme Vegetarian and to add pepperoni on top. When I arrived to pick up my order, the person at the counter said they had forgotten to add the pepperoni and asked if I could take the pizza anyway. They didn’t even offer a refund. I said I wanted what I ordered and they went back and made a new pizza. No apology, and I had to wait 20 minutes longer than necessary. Not great.
Response: We appreciate you bringing this issue to our attention and sincerely apologize for the mix-up with your Morten’s Pizza Emporium order and the inconvenience it caused. Ensuring that our customers receive exactly what they ordered is of utmost importance to us, and we are sorry for falling short in this instance. Rest assured, we will work on our ordering and communication processes to prevent such occurrences in the future. We hope you'll give Morten’s Pizza Emporium another chance to serve you and meet your expectations.
Question: Is this a good restaurant to bring a large family with two babies and people with various dietary restrictions?
Comment: This pizza is probably the best in town. If you’re looking for thin-crusted goodness, you now know where to go. Five stars.
Comment: I loved the pizza, but the overall dining experience was not great. The floor was dirty and the bathroom didn’t have a change table so I had to change our baby on top of the toilet which is not ideal.
Comment: Why do restaurants never get my order right? I specifically said I wanted the Supreme Vegetarian and to add pepperoni on top. When I arrived to pick up my order, the person at the counter said they had forgotten to add the pepperoni and asked if I could take the pizza anyway. They didn’t even offer a refund. I said I wanted what I ordered and they went back and made a new pizza. No apology, and I had to wait 20 minutes longer than necessary. Not great.
Question: Is this a good restaurant to bring a large family with two babies and people with various dietary restrictions?
18 changes: 18 additions & 0 deletions18
prompts/01_03_few-shot-chain-of-thought.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
Q:Jason had 20 lollipops. He gave Denny some lollipops. Now Jason has 12 lollipops. How many lollipops did Jason give Denny?
A: Jason started with 20 lollipops. Then he had 12 after giving some to Denny. So he gave Denny 20-12=8. The answer is 8.
Q: Michael had 58 golf balls. On tuesday, he lost 23 golf balls. On wednesday, he lost 2 more. How many golf balls did he have at the end of wednesday?
A: Michael started with 58 golf balls. After losing 23 on tuesday, he had 58-23=35. After losing 2 more, he had 35-2=33 golf balls. The answer is 33.
Q: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot?
A: There are originally 3 cars. 2 more cars arrive. 3+2=5. The answer is 5.
Q: There were nine computers in the server room. Five more computers were installed each day, from monday to thursday. How many computers are now in the server room?
A: There were originally 9 computers. For each of 4 days, 5 more computers were added. So 54=20 computers were added. 9+20 is 29. The answer is 29.
Q: Olivia has 23. She bought five bagels for 3 each. How much money does she have left?
A: Olivia had 23 dollars. 5 bagels for 3 dollars each will be 5x3=15 dollars. So she has 23-15 dollars left. 23-15 is 8. The answer is 8.
Q: There are 15 trees in the grove. Grove workers will plant trees in the grove today. After they are done, there will be 21 trees. How many trees did the grove workers plant today?
A: There are 15 trees originally. Then there were 21 trees after some more were planted. So there must have been 21-15=6. The answer is 6.
Q: Shawn has five toys. For Christmas, he got two toys each from his mom and dad. How many toys does he have now?
A: Shawn started with 5 toys. If he got 2 toys each from his mom and dad, then that is 4 more toys. 5+4=9. The answer is 9.
Q: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total?
A: Originally, Leah had 32 chocolates. Her sister had 42. So in total they had 32+42=74. After eating 35, they had 74-35=39. The answer is 39.
Q: Tracy used a piece of wire 4 feet long to support tomato plants in the garden.The wire was cut into pieces 6 inches long. How many pieces did she obtain?
A:
18 changes: 18 additions & 0 deletions18
prompts/01_03_zero-plus-few-shot-chain-of-thought.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
Q:Jason had 20 lollipops. He gave Denny some lollipops. Now Jason has 12 lollipops. How many lollipops did Jason give Denny?
A: Let's think step by step. Jason started with 20 lollipops. Then he had 12 after giving some to Denny. So he gave Denny 20-12=8. The answer is 8.
Q: Michael had 58 golf balls. On tuesday, he lost 23 golf balls. On wednesday, he lost 2 more. How many golf balls did he have at the end of wednesday?
A: Let's think step by step. Michael started with 58 golf balls. After losing 23 on tuesday, he had 58-23=35. After losing 2 more, he had 35-2=33 golf balls. The answer is 33.
Q: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot?
A: Let's think step by step. There are originally 3 cars. 2 more cars arrive. 3+2=5. The answer is 5.
Q: There were nine computers in the server room. Five more computers were installed each day, from monday to thursday. How many computers are now in the server room?
A: Let's think step by step. There were originally 9 computers. For each of 4 days, 5 more computers were added. So 54=20 computers were added. 9+20 is 29. The answer is 29.
Q: Olivia has 23. She bought five bagels for 3 each. How much money does she have left?
A: Let's think step by step. Olivia had 23 dollars. 5 bagels for 3 dollars each will be 5x3=15 dollars. So she has 23-15 dollars left. 23-15 is 8. The answer is 8.
Q: There are 15 trees in the grove. Grove workers will plant trees in the grove today. After they are done, there will be 21 trees. How many trees did the grove workers plant today?
A: Let's think step by step. There are 15 trees originally. Then there were 21 trees after some more were planted. So there must have been 21-15=6. The answer is 6.
Q: Shawn has five toys. For Christmas, he got two toys each from his mom and dad. How many toys does he have now?
A: Let's think step by step. Shawn started with 5 toys. If he got 2 toys each from his mom and dad, then that is 4 more toys. 5+4=9. The answer is 9.
Q: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total?
A: Let's think step by step. Originally, Leah had 32 chocolates. Her sister had 42. So in total they had 32+42=74. After eating 35, they had 74-35=39. The answer is 39.
Q: Tracy used a piece of wire 4 feet long to support tomato plants in the garden.The wire was cut into pieces 6 inches long. How many pieces did she obtain?
A: Let's think step by step.
2 changes: 2 additions & 0 deletions2
prompts/01_03_zero-shot_chain-of-thought.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
Q: Tracy used a piece of wire 4 feet long to support tomato plants in the garden.The wire was cut into pieces 6 inches long. How many pieces did she obtain?
A: Let's think step by step. First,
3 changes: 3 additions & 0 deletions3
prompts/01_04_deep-breath.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,3 @@
Take a deep breath and work on this problem step-by-step.
48 people are riding a bus. On the first stop, 8 passengers get off, and 5 times as many people as the number who got off from the bus get into the bus. On the second stop 21, passengers get off and 3 times fewer passengers get on. How many passengers are riding the bus after the second stop?
10 changes: 10 additions & 0 deletions10
prompts/01_05_generated_knowledge.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
Input: All dogs are descendants of wolves.
Knowledge: All domestic dogs (Canis lupus familiaris) are descended from wolves (Canis lupus). The domestication of dogs from wolves occurred at least 15,000 years ago, but some estimates put the domestication event at up to 40,000 years ago. Through selective breeding over thousands of years, humans have been able to create a wide variety of dog breeds with a range of behaviors, appearances, and abilities.
Input: Every planet in our solar system has moons.
Knowledge: Not every planet in our solar system has moons. Mercury and Venus, the two planets closest to the sun, do not have any natural moons. The other six planets have a total of 205 known moons among them, with Jupiter and Saturn accounting for the majority of these moons due to their strong gravitational pulls.
Input: Humans can only use 10% of their brain.
Knowledge: The idea that humans only use 10% of their brain is a myth. Neuroimaging scans show activity coursing through the entire organ, even while we are at rest or asleep. Although it's true that at any given moment only a small fraction of the brain's neurons are firing, brain researchers using imaging technology have shown that virtually all parts of the brain have a known function.
Input: The color of the sky is due to the ocean's reflection.
Knowledge: The color of the sky is not due to the reflection of the ocean, but rather due to the scattering of sunlight by the atmosphere. The blue color of the sky is the result of a particular type of scattering called Rayleigh scattering. In the lower atmosphere, tiny oxygen and nitrogen molecules scatter short-wavelength light, such blue and violet light, to a far greater degree than than long-wavelength light, such as red and yellow. However, the violet light is absorbed by the upper atmosphere, which is why the sky appears blue instead of violet.
Input: The pinkie toe has no functional purpose.
Knowledge:
6 changes: 6 additions & 0 deletions6
prompts/01_06_tree-of-thought.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
Imagine three different experts are answering this question.
All experts will write down 1 step of their thinking, then share it with the group.
Then all experts will go on to the next step, etc.
If any expert realises they're wrong at any point then they leave.
The question is:
48 people are riding a bus. On the first stop, 8 passengers get off, and 5 times as many people as the number who got off from the bus get into the bus. On the second stop 21, passengers get off and 3 times fewer passengers get on. How many passengers are riding the bus after the second stop?
2 changes: 2 additions & 0 deletions2
prompts/01_07_directional-stimulus.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
Summarize the above in 2-3 sentences based on the hint.
Hint:
22 changes: 22 additions & 0 deletions22
prompts/01_08_chain-of-density.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,22 @@
Article: {{ ARTICLE }}
You will generate increasingly concise, entity-dense summaries of the above Article.
Repeat the following 2 steps 5 times.
Step 1. Identify 1-3 informative Entities ("; " delimited) from the Article which are missing from the previously generated summary.
Step 2. Write a new, denser summary of identical length which covers every entity and detail from the previous summary plus the Missing Entities.
A Missing Entity is:
- Relevant: to the main story.
- Specific: descriptive yet concise (5 words or fewer).
- Novel: not in the previous summary.
- Faithful: present in the Article.
- Anywhere: located anywhere in the Article.
Guidelines: - The first summary should be long (4-5 sentences, ~80 words) yet highly non-specific, containing little information beyond the entities marked as missing. Use overly verbose language and fillers (e.g., "this article discusses") to reach ~80 words.
- Make every word count: rewrite the previous summary to improve flow and make space for additional entities.
- Make space with fusion, compression, and removal of uninformative phrases like "the article discusses".
- The summaries should become highly dense and concise yet self-contained, e.g., easily understood without the Article.
- Missing entities can appear anywhere in the new summary.
- Never drop entities from the previous summary. If space cannot be made, add fewer new entities.
Remember, use the exact same number of words for each summary.
Answer in JSON. The JSON should be a list (length 5) of dictionaries whose keys are "Missing_Entities" and "Denser_Summary".