A simulated dataset for proactive robot task inference from streaming natural language dialogues

Abstract This paper introduces a dataset designed to support research on proactive robots that infer human needs from natural language conversations. Unlike traditional human-robot interaction datasets focused on explicit commands, this dataset captures implicit task requests within multi-party dial...

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Bibliographic Details
Main Authors: Haifeng Xu, Chunwen Li, Xiaohu Yuan, Tao Zhi, Huaping Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-025-05727-w
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