What Can You Say to a Robot? Capability Communication Leads to More Natural Conversations

Fuente: arXiv
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Main Authors: Reimann, Merle M., Hindriks, Koen V., Kunneman, Florian A., Oertel, Catharine, Skantze, Gabriel, Leite, Iolanda
Format: Preprint
Published: 2025
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author Reimann, Merle M.
Hindriks, Koen V.
Kunneman, Florian A.
Oertel, Catharine
Skantze, Gabriel
Leite, Iolanda
author_facet Reimann, Merle M.
Hindriks, Koen V.
Kunneman, Florian A.
Oertel, Catharine
Skantze, Gabriel
Leite, Iolanda
contents When encountering a robot in the wild, it is not inherently clear to human users what the robot's capabilities are. When encountering misunderstandings or problems in spoken interaction, robots often just apologize and move on, without additional effort to make sure the user understands what happened. We set out to compare the effect of two speech based capability communication strategies (proactive, reactive) to a robot without such a strategy, in regard to the user's rating of and their behavior during the interaction. For this, we conducted an in-person user study with 120 participants who had three speech-based interactions with a social robot in a restaurant setting. Our results suggest that users preferred the robot communicating its capabilities proactively and adjusted their behavior in those interactions, using a more conversational interaction style while also enjoying the interaction more.
format Preprint
id arxiv_https___arxiv_org_abs_2502_01448
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle What Can You Say to a Robot? Capability Communication Leads to More Natural Conversations
Reimann, Merle M.
Hindriks, Koen V.
Kunneman, Florian A.
Oertel, Catharine
Skantze, Gabriel
Leite, Iolanda
Robotics
Human-Computer Interaction
When encountering a robot in the wild, it is not inherently clear to human users what the robot's capabilities are. When encountering misunderstandings or problems in spoken interaction, robots often just apologize and move on, without additional effort to make sure the user understands what happened. We set out to compare the effect of two speech based capability communication strategies (proactive, reactive) to a robot without such a strategy, in regard to the user's rating of and their behavior during the interaction. For this, we conducted an in-person user study with 120 participants who had three speech-based interactions with a social robot in a restaurant setting. Our results suggest that users preferred the robot communicating its capabilities proactively and adjusted their behavior in those interactions, using a more conversational interaction style while also enjoying the interaction more.
title What Can You Say to a Robot? Capability Communication Leads to More Natural Conversations
topic Robotics
Human-Computer Interaction
url https://arxiv.org/abs/2502.01448