@article{skalicky-etal-2020-please,
title = "Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception",
author = "Skalicky, Stephen and
Duran, Nicholas and
Crossley, Scott A",
editor = "Poesio, Massimo and
Stede, Manfred and
Stent, Amanda and
Ginzburg, Jonathan and
Demberg, Vera and
Zeldes, Amir",
journal = "Dialogue {\&} Discourse",
volume = "11",
month = dec,
year = "2020",
address = "Chicago, Illinois, USA",
publisher = "University of Illinois Chicago",
url = "https://aclanthology.org/2020.dnd-11.1/",
doi = "10.5210/dad.2020.205",
pages = "128--149",
abstract = "Prior research undertaken for the purpose of identifying deceptive language has focused on deception as it is used for nefarious ends, such as purposeful lying. However, despite the intent to mislead, not all examples of deception are carried out for malevolent ends. In this study, we describe the linguistic features of humorous deception. Specifically, we analyzed the linguistic features of 753 news stories, 1/3 of which were truthful and 2/3 of which we categorized as examples of humorous deception. The news stories we analyzed occurred naturally as part of a segment named Bluff the Listener on the popular American radio quiz show Wait, Wait...Don{'}t Tell Me!. Using a combination of supervised learning and predictive modeling, we identified 11 linguistic features accounting for approximately 18{\%} of the variance between humorous deception and truthful news stories. These linguistic features suggested the deceptive news stories were more confident and descriptive but also less cohesive when compared to the truthful new stories. We suggest these findings reflect the dual communicative goal of this unique type of discourse to simultaneously deceive and be humorous."
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<abstract>Prior research undertaken for the purpose of identifying deceptive language has focused on deception as it is used for nefarious ends, such as purposeful lying. However, despite the intent to mislead, not all examples of deception are carried out for malevolent ends. In this study, we describe the linguistic features of humorous deception. Specifically, we analyzed the linguistic features of 753 news stories, 1/3 of which were truthful and 2/3 of which we categorized as examples of humorous deception. The news stories we analyzed occurred naturally as part of a segment named Bluff the Listener on the popular American radio quiz show Wait, Wait...Don’t Tell Me!. Using a combination of supervised learning and predictive modeling, we identified 11 linguistic features accounting for approximately 18% of the variance between humorous deception and truthful news stories. These linguistic features suggested the deceptive news stories were more confident and descriptive but also less cohesive when compared to the truthful new stories. We suggest these findings reflect the dual communicative goal of this unique type of discourse to simultaneously deceive and be humorous.</abstract>
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%0 Journal Article
%T Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception
%A Skalicky, Stephen
%A Duran, Nicholas
%A Crossley, Scott A.
%J Dialogue & Discourse
%D 2020
%8 December
%V 11
%I University of Illinois Chicago
%C Chicago, Illinois, USA
%F skalicky-etal-2020-please
%X Prior research undertaken for the purpose of identifying deceptive language has focused on deception as it is used for nefarious ends, such as purposeful lying. However, despite the intent to mislead, not all examples of deception are carried out for malevolent ends. In this study, we describe the linguistic features of humorous deception. Specifically, we analyzed the linguistic features of 753 news stories, 1/3 of which were truthful and 2/3 of which we categorized as examples of humorous deception. The news stories we analyzed occurred naturally as part of a segment named Bluff the Listener on the popular American radio quiz show Wait, Wait...Don’t Tell Me!. Using a combination of supervised learning and predictive modeling, we identified 11 linguistic features accounting for approximately 18% of the variance between humorous deception and truthful news stories. These linguistic features suggested the deceptive news stories were more confident and descriptive but also less cohesive when compared to the truthful new stories. We suggest these findings reflect the dual communicative goal of this unique type of discourse to simultaneously deceive and be humorous.
%R 10.5210/dad.2020.205
%U https://aclanthology.org/2020.dnd-11.1/
%U https://doi.org/10.5210/dad.2020.205
%P 128-149
Markdown (Informal)
[Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception](https://aclanthology.org/2020.dnd-11.1/) (Skalicky et al., DND 2020)
ACL