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@@ -81,12 +81,12 @@ prompt it with demonstrations in the following format:
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  ```python
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  input_text = """
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- Question: What is the customer's name? Context: Sender: John Smith, Receiver: Bill Moe. Answer: Bill Moe,
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- {possibly more demonstrations here}
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- Question: What is the customer's name? Context: Delivery to: Barrack Obama, if not deliverable, deliver to Bill Clinton. Answer:
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  """
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  ```
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  Note that despite its size, English SQuAD has a variety of reported biases,
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  conditioned by the relative position or type of the answer in the context that can affect the model's performance on new data
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  (see, e.g. [L. Mikula (2022)](https://is.muni.cz/th/adh58/?lang=en), Chap. 4.1).
 
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  ```python
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  input_text = """
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+ Question: What is the customer's name? Context: Origin: Barrack Obama, Customer id: Bill Moe. Answer: Bill Moe,
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+ Question: What is the customer's name? Context: Customer id: Barrack Obama, if not deliverable, return to Bill Clinton. Answer:
 
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  """
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  ```
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+
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  Note that despite its size, English SQuAD has a variety of reported biases,
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  conditioned by the relative position or type of the answer in the context that can affect the model's performance on new data
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  (see, e.g. [L. Mikula (2022)](https://is.muni.cz/th/adh58/?lang=en), Chap. 4.1).