Performance without understanding: How ChatGPT relies on humans to repair conversational trouble

Pütz O, Esposito E (2024)
Discourse and Communication .

Zeitschriftenaufsatz | E-Veröff. vor dem Druck | Englisch
 
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Abstract / Bemerkung
LLM-based chatbots' ability to generate contextually appropriate and informative texts can be taken as an indication that they are also able to understand text. We argue instead that the separation of the two competences to generate and to understand text is the key to their performance in dialog with human users. This argument requires a shift in perspective from a concern with machine intelligence to a concern with communicative competence. We illustrate our argument with empirical examples of what conversation analysis calls 'repair', showing that the management of trouble by chatbots is not based on an underlying understanding of what is going on but rather on their use of the feedback by human conversational partners. In the conclusion we suggest that strategies for the interaction between chatbots and users should not aim to improve computational skills but to develop a new communicative competence.
Stichworte
Artificial communication; artificial intelligence; conversation; analysis; human-computer interaction; large language models; repair
Erscheinungsjahr
2024
Zeitschriftentitel
Discourse and Communication
ISSN
1750-4813
eISSN
1750-4821
Page URI
https://pub.uni-bielefeld.de/record/2991965

Zitieren

Pütz O, Esposito E. Performance without understanding: How ChatGPT relies on humans to repair conversational trouble. Discourse and Communication . 2024.
Pütz, O., & Esposito, E. (2024). Performance without understanding: How ChatGPT relies on humans to repair conversational trouble. Discourse and Communication . https://doi.org/10.1177/17504813241271492
Pütz, Ole, and Esposito, Elena. 2024. “Performance without understanding: How ChatGPT relies on humans to repair conversational trouble”. Discourse and Communication .
Pütz, O., and Esposito, E. (2024). Performance without understanding: How ChatGPT relies on humans to repair conversational trouble. Discourse and Communication .
Pütz, O., & Esposito, E., 2024. Performance without understanding: How ChatGPT relies on humans to repair conversational trouble. Discourse and Communication .
O. Pütz and E. Esposito, “Performance without understanding: How ChatGPT relies on humans to repair conversational trouble”, Discourse and Communication , 2024.
Pütz, O., Esposito, E.: Performance without understanding: How ChatGPT relies on humans to repair conversational trouble. Discourse and Communication . (2024).
Pütz, Ole, and Esposito, Elena. “Performance without understanding: How ChatGPT relies on humans to repair conversational trouble”. Discourse and Communication (2024).

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