Q: Test for natural language inference.
Premise: "The man walking down the alley."
Hypothesis: "A man is in an alley."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: You can't walk down an alley without being in the alley.
The answer is yes.

QUESTION: Premise: "A boy in shorts is holding hands with a girl in jeans on a sunny day."
Hypothesis: "A brother and sister walk to the park on a summer day."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: A girl and a boy do not have to be brother and sister.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "Two girls hang out in a kitchen."
Hypothesis: "Two friends cooking in a kitchen."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Two girls who hang out are not necessarily friends and are not necessarily cooking.
The answer is it is not possible to tell.

Q: Premise: "A smiling child with christmas colored clothing."
Hypothesis: "Someone is smiling."
Do we know that the hypothesis entailed by the premise?
A: A smiling child fits the category of someone performing the action of smiling.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A couple of boys are in a gym with partially assembled bicycles."
Hypothesis: "The boys are working on their skateboards."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The boys cannot be working on their bicycles and skateboards at the same time.
The answer is no.

QUESTION: Premise: "Young boys are walking in galoshes."
Hypothesis: "Two boys are wearing dress shoes."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly:
The young boys are walking in galoshes or wearing dress shoes.
The answer is no.