T5-Base Model for generating questions based on context & answer .
After fine tunning the T5-base model able to achieve bluert score of : 0.67
Below is the generated question from T5-Base.
Generated: What did the brother's wife say when she tasted the pumpkin?
Original : Why did the brother's wife want to eat more pumpkins?
Answer: It was the nicest she had ever eaten.
Conext: Unluckily someone else thought so too, and this was her brother's wife, who had heard all about the pumpkin tree, and sent her slave with a handful of grain to buy her a pumpkin. At first the girl told him that so few were left that she could not spare any; but when she found that he belonged to her brother, she changed her mind, and went out to the tree and gathered the largest and the ripest that was there.
'Take this one,' she said to the slave, 'and carry it back to your mistress, but tell her to keep the corn, as the pumpkin is a gift.'
The brother's wife was overjoyed at the sight of the fruit, and when she tasted it, she declared it was the nicest she had ever eaten. Indeed, all night she thought of nothing else, and early in the morning she called another slave (for she was a rich woman) and bade him go and ask for another pumpkin. But the girl, who had just been out to look at her tree, told him that they were all eaten, so he went back empty-handed to his mistress.
Generated: Why were the ladies starving?
Original : Why were the ladies starving?
Answer: because the refused to eat the flesh of their won dead husbands
Conext: Jack next took a great bunch of keys from the pocket of Blunderbore, and went into the castle again. He made a strict search through all the rooms, and in one of them found three ladies tied up by the hair of their heads, and almost starved to death. They told him that their husbands had been killed by the giants, who had then condemned them to be starved to death because they would not eat the flesh of their own dead husbands.
"Ladies," said Jack, "I have put an end to the monster and his wicked brother; and I give you this castle and all the riches it contains, to make some amends for the dreadful pains you have felt." He then very politely gave them the keys of the castle, and went further on his journey to Wales.