Simplify prompts

[jimbou]

Simplify all entailment prompts by starting with a basic yes/no question and iteratively adding only the necessary elements. The goal is to make prompts minimal, clear, and effective, avoiding unnecessary complexity while maintaining performance. Test and refine to ensure simplicity and accuracy across datasets.

[mechtaev]

This is the zero-shot CoT prompt I used in my demo:

<problem>Problem description: You have two “accounts,” each with some integer balance. We want a function that “transfers” an integer amount from Account A to Account B, with the following constraint:

If Account A does not have enough funds for the full amount, then transfer only whatever balance is available
</problem>

<solution>
def func_1(balances, amount):
    A = balances['A']
    B = balances['B']
    if amount <= A:
        A = A - amount
        B = B + amount
    else:
        A = 0
        B = B + A
    balances['A'] = A
    balances['B'] = B
</solution>

Is this a correct solution to the problem? Think step-by-step, then respond Yes or No.

Note that it asks to first produce the reasoning chain, then the answer, so that the answer is conditioned on the reasoning chain.