mlsanityData to 14 Oct 2026

Computational Argumentation-based Chatbots: a Survey

arXiv 2401.03454 ↗First posted 7 Jan 2024cs.AIcited by 5

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Abstract (arXiv)

Chatbots are conversational software applications designed to interact dialectically with users for a plethora of different purposes. Surprisingly, these colloquial agents have only recently been coupled with computational models of arguments (i.e. computational argumentation), whose aim is to formalise, in a machine-readable format, the ordinary exchange of information that characterises human communications. Chatbots may employ argumentation with different degrees and in a variety of manners. The present survey sifts through the literature to review papers concerning this kind of argumentation-based bot, drawing conclusions about the benefits and drawbacks that this approach entails in comparison with standard chatbots, while also envisaging possible future development and integration with the Transformer-based architecture and state-of-the-art Large Language models.

Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). Builds on 43 of its 194 references that are in the map. First posted on arXiv 7 Jan 2024.

Builds on

43 of 194 references.

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31 more
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Cited by year (2026 to 14 Oct)

Citing papers per year: 2024: 2; 2025: 2; 2026: 1.

5 papers.