Research Article

Explainable Artificial Intelligence for Sarcasm Detection in Dialogues

Table 1

Dataset entry for the given conversational scene from Friends.

UtteranceAn 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!
SpeakerThe character of the series who is giving the dialogue delivery.Chandler
Context speakersThe side characters to whom the dialogue is being uttered by the main character of that scene.Chandler
ContextThe 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.
ShowName of the showFriends
SarcasmThis 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.True