Explainable Artificial Intelligence for Sarcasm Detection in Dialogues
Table 1
Dataset entry for the given conversational scene from Friends.
Utterance
An utterance is a unit of speech bound by breaths or pauses. The dialogues are spoken by the speaker with respect to the context in the scene.
But younger than some buildings!
Speaker
The character of the series who is giving the dialogue delivery.
Chandler
Context speakers
The side characters to whom the dialogue is being uttered by the main character of that scene.
Chandler
Context
The reason or the scene on the series which led to the dialogue utterance by the speaker.
I know Richard’s really nice and everything, it’s just that we do not know him really well you know, plus he is old (Monica glares) -er than some people.
Show
Name of the show
Friends
Sarcasm
This is the feature in the data to show whether the dialogue utterance by the speaker is sarcastic or nonsarcastic utterance is given as true and nonsarcastic comment is given as false in the dataset.