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Towards Building Condition-Based Cross-Modality Intention-Aware Human-AI Cooperation under VR Environment
The paper proposes a condition-based multi-modal human-AI cooperation framework for enhancing user intent identification and information presentation in VR. It utilizes intent tuples and a 2-Large-Language-Models (2-LLMs) architecture, improving prompt length and response generation. A VR furniture purchasing system based on this framework outperforms in user study phases, promising personalized VR experiences.
Ziyao He
,
Shiyuan Li
,
Yunpeng Song
,
Zhongmin Cai
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A dialogue-driven framework for intelligent and automated simulation of complex power systems
This paper introduces a dialogue-driven framework for intelligent simulation of power systems, aiming to alleviate operator workload. It combines human and AI interaction to regulate power grids effectively. The prototype system enhances operator efficiency and usability, suggesting potential for broader applications in human-AI collaboration in engineering.
Ziyao He
,
Yunpeng Song
,
Gang Yang
,
Wen Qiao
,
Haoming Wang
,
Jinyun Wang
,
Na Lu
,
Youtian Du
,
Zhongmin Cai
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Enhancing Augmented Reality Dialogue Systems with Multi-Modal Referential Information
This paper introduces a novel approach to AR dialogue systems, utilizing the SIMMC2-Point dataset to incorporate pointing modality. It employs BART and CLIP models to design multi-modal dialogues capturing spatial and attribute data. Ablation experiments underscore the pointing modality’s importance, advancing AR dialogue systems for immersive interactions.
Ziyao He
,
Zhongmin Cai
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DOI
Mission-Driven Chatbot
A project of building mission-driven chatbots in grid systems.
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