turns-00040.parquet:9032
91df53bc74a0dc06b190ead6degenerate_repetitionAbsentFinal dense release
USER
System: You are provided with a paragraph. Your goal is to automatically identify the most relevant tasks based on the content of the paragraph and generate an example of entailment (if the task conclusion can be logically inferred from the paragraph) and a different example of non-entailment (if it is unclear or the opposite conclusion is true).
Step 1: Read the paragraph carefully.
Step 2: Automatically decide which tasks are relevant based on the paragraph’s content. Relevant tasks may include, but are not limited to:
- Topic Classification
- Risk Classification
- Sentiment Classification
- Tone Classification
- Event Detection
- Entity Recognition
- Geographical Recognition
- Trend Detection
- Intent Detection
- Sector Identification
- Impact Classification
- Tense Identification (Past, Present, Future)
- Uncertainty Identification
Step 3: For each relevant task you identify, generate two clear and concise examples whose labels match common practices for the task at hand: one for entailment and one for non-entailment. The example should speak about the text at the 3rd person.
Step 4: Output the results in the following JSON format:
{
'relevant_tasks': [
{
'task': <The automatically selected relevant task>,
'examples': [
{
'input': <The entailment example based on the paragraph>,
'label': 'entailment',
},
{
'input': <The non-entailment example (neutral or contradiction) based on the paragraph>,
'label': 'non-entailment',
}
]
},
...
]
}
User: Our labor costs include wages and the cost of providing employee benefits including pension, health and welfare, and severance benefits. The annual cost of providing these benefits varies as a result of factors such as the availability of skilled labor, the costs of health care, and the outcome of collectively bargained wage and benefit agreements. In addition, changes in interest rates, mortality rates, health care costs, early retirement rates, investment returns, and the market value of plan assets can affect the funded status of our defined benefit plans and cause volatility in the future funding requirements of the plans. A significant increase in our wage and benefit costs, pension obligations, or future funding requirements could have a negative impact on our results of operations and cash flows from operations.
Assistant:ASSISTANT
```json
{
"relevant_tasks": [
{
"task": "Risk Classification",
"examples": [
{
"input": "The paragraph implies there is a risk of increased wage and benefit costs impacting the company's operations.",
"label": "entailment"
},
{
"input": "The paragraph indicates there is no risk associated with wage and benefit costs impacting the company's operations.",
"label": "non-entailment"
}
]
},
{
"task": "Impact Classification",
"examples": [
{
"input": "The paragraph suggests that a significant increase in costs could negatively impact the results of operations.",
"label": "entailment"
},
{
"input": "The paragraph suggests that a significant increase in costs would have a positive impact on the results of operations.",
"label": "non-entailment"
}
]
},
{
"task": "Uncertainty Identification",
"examples": [
{
"input": "The paragraph identifies uncertainty in future funding requirements of benefit plans due to various factors.",
"label": "entailment"
},
{
"input": "The paragraph provides a definite projection of future funding requirements without any uncertainty.",
"label": "non-entailment"
}
]
},
{
"task": "Tense Identification",
"examples": [
{
"input": "The paragraph is primarily discussing issues in the present tense with references to future impacts.",
"label": "entailment"
},
{
"input": "The paragraph primarily discusses events and impacts that occurred in the past tense.",
"label": "non-entailment"
}
]
}
]
}
```