Story Generation Using Knowledge Graph under Psychological States

Table 4

Examples generated by the proposed model and the baseline models.

	Jane bought a new necklace.	The man next door seemed to be losing his mind.
Input	Characters: Jane, friends	Characters: man
	Plutchik: joy-joy-joy-joy-joy, none-none-joy-none-none	Plutchik: fear-disgust-surprise-surprise-joy
	Maslow: esteem, love	Maslow: spiritual growth
	Reiss: approval	Reiss: status
Seq2Seq	She was running it.	He was very happy to have a new job.
	She was amazed by it.	He was not sure where he was going.
	She tried it.	He was not sure where he was going.
	She was thankful of Jane with it.	He was not sure where to go.
Inc-S2S	She was not sure if she wanted to go to the store.	He asked his credit hour he did not know how.
	She was very happy.	He asked his parents would help him some directions.
	She was very happy.	He tied the games and tied miles.
	She was so happy that she had a good time.	He was sad that he realized his card.
Transformer	She decided to do something about it.	He yelled at him.
	She did not have any money.	He had to go to the hospital.
	She decided to save money.	He asked his girlfriend.
	She decided to save up.	She said yes right away.
GPT-2	“I’m not sure if I’m going to be able to wear it anymore,” she said.	“I’m sorry, but I’m not going to be able to go to the hospital,” he said.
	“I’m not sure if I’m going to be able to wear it anymore.”	“I’m not going to be able to go to the hospital.”
	She said she’s been looking for a way to get rid of the necklace.	The man next door was also in shock.
	“I’m not sure if I’m going to be able to wear it anymore,” she said.	“I’m not going to be able to go to the hospital,” he said.
SoCP	She was excited to get a job.	He was very angry and did not want to do.
	Her friend was on the same.	He was a detective man about the problem.
	She was very happy.	The man was not the wrong man.
	She was happy to the best game.	He was able to beat the ball and he was shot.
K-GuCCI	She was a great man.	He was very angry and did not want to go to the hospital.
	Her friend was very excited.	He was very surprised; he was not very tall as he got to the man.
	She really liked it.	He was surprised by the organizers.
	She was very excited.	He was very excited to be nice.