QUESTION: Test for natural language inference.
Premise: "Two east asian women sitting outdoors behind a cow-like animal."
Hypothesis: "Two east asian women are eating lunch together."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: They would not be eating lunch while being outdoors behind an animal because that would not be a safe place to eat a meal.
The answer is no.

[QUESTION] Premise: "The little girl is holding a large broom trying to sweep while a lady in dark pink is kneeling barefoot with trees in the background."
Hypothesis: "A girl is flying around a lady on a broomstick."
Do we know that the hypothesis entailed by the premise?
One can be either trying to sweep or flying around. One can either be kneeling barefoot or be on a broomstick.
The answer is no.

Q: Test for natural language inference.
Premise: "Many people walking down a busy street holding umbrellas in the rain."
Hypothesis: "Many people are walking down the street under umbrellas."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Many people are walking down the street under umbrellas is a slightly shorter version of people walking down a busy street holding umbrellas in the rain.
The answer is yes.

QUESTION: Can we conclude from "The people are very crowded in the plaza." that "The plaza is empty."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The plaza cannot be empty if it is crowded with people.
The answer is no.

[QUESTION] Given the sentence "Four boys playing a game with a soccer ball in front of a large set of ornate doors." can we conclude that "One boy throws a baseball toward the door."?
Options:
- yes
- it is not possible to tell
- no
Four boys with a soccer ball play in front of a set of doors as opposed to one boy playing with a baseball near a single door.
The answer is no.

Q: Premise: "A woman and man dance on their wedding day."
Based on this premise, can we conclude that the hypothesis "Two people dancing on a dance floor surrounded by people." is true?
Options:
- yes
- it is not possible to tell
- no
A:
A woman and man dancing on their wedding day are not necessarily surrounded by people.
The answer is it is not possible to tell.