AI Nüshu: An Exploration of Language Emergence in Sisterhood Through the Lens of Computational Linguistics
Open accessAbstract
This paper presents “AI Nüshu," an emerging language system inspired by Nüshu (women’s scripts), the unique language created and used exclusively by ancient Chinese women who were thought to be illiterate under a patriarchal society. In this interactive installation, two artificial intelligence (AI) agents are trained in the Chinese dictionary and the Nüshu corpus. By continually observing their environment and communicating, these agents collaborate towards creating a standard writing system to encode Chinese. It offers an artistic interpretation of the creation of a non-western script from a computational linguistics perspective, integrating AI technology with Chinese cultural heritage and a feminist viewpoint.
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Generative AI has demonstrated substantial power in generating texts, such as poems and stories, and visuals, such as images and videos.
“Generative AI has demonstrated substantial power in generating texts, such as poems [59, 61] and stories [13], and visuals [7], such as images [62] and videos [73].”
From How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters (2026) · cites this paper as [59]
In art, AI has contributed to interactive media and visual representation.
“In art, AI has contributed to interactive media and visual representation [2, 94, 96].”
From Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation (2025) · cites this paper as [94]
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LIII. On lines and planes of closest fit to systems of points in space
Karl Pearson, F. R. S. (1901) · The London Edinburgh and Dublin Philosophical Magazine and Journal of Science · doi:10.1080/14786440109462720 · Cited by 13,658 · see citing works
Li, J., Li, D., Xiong, C., & Hoi, S. (2022) · arXiv · doi:10.48550/arxiv.2201.12086 · Cited by 1,741 · see citing works
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Bubeck, S., Chandrasekaran, V., Eldan, R., Gehrke, J., Horvitz, E., Kamar, E., Lee, P., Lee, Y. T., Li, Y., Lundberg, S., et al. (2023) · arXiv · doi:10.48550/arxiv.2303.12712 · Cited by 1,526 · see citing works
(1992) · Choice Reviews Online · doi:10.5860/choice.29-4214 · Cited by 1,198 · see citing works
Modern hierarchical, agglomerative clustering algorithms
Müllner, D. (2011) · arXiv · doi:10.48550/arxiv.1109.2378 · Cited by 529 · see citing works
Emergence of grounded compositional language in multi-agent populations
Mordatch, I., & Abbeel, P. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v32i1.11492 · Cited by 440 · see citing works
Race, Class, and Gender: Prospects for an All-Inclusive Sisterhood
Dill, B. T. (1983) · Feminist Studies · doi:10.2307/3177687 · Cited by 309 · see citing works
Emergence of Grounded Compositional Language in Multi-Agent PopulationsPreprint
Mordatch, I., & Abbeel, P. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1703.04908 · Cited by 201 · see citing works
Jackson, P. E. (2002) · doi:10.1145/2931127.2931219 · Cited by 85 · see citing works
Sun, Y., Xu, Y., Cheng, C., Li, Y., Lee, C. H., & Asadipour, A. (2023) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3544549.3583931 · Cited by 22 · see citing works
Self-citationTravel with Wander in the Metaverse: An AI chatbot to Visit the Future Earth
Sun, Y., Xu, Y., Cheng, C., Li, Y., Lee, C. H., & Asadipour, A. (2022) · IEEE International Workshop on Multimedia Signal Processing (MMSP) · doi:10.1109/mmsp55362.2022.9950031 · Cited by 20 · see citing works
Self-citationTangible Web: An Interactive Immersion Virtual Reality Creativity System that Travels Across Reality
Yang, S., Gao, Z., Mogavi, R. H., Hui, P., & Braud, T. (2023) · The Web Conference · doi:10.1145/3543507.3587432 · Cited by 12 · see citing works
Self-citationZhang, W., Ren, D., & Legrady, G. (2021) · Proceedings of the ACM on Computer Graphics and Interactive Techniques · doi:10.1145/3465619 · Cited by 11 · see citing works
Symbiotic Hands: A virtual reality interactive system that traverses reality
Gao, Z., Yang, S., Yang, X., & Hui, P. (2023) · Electronic workshops in computing · doi:10.14236/ewic/eva2023.27 · Cited by 2 · see citing works
Self-citationChen, Y., & Cheng, F. H.-W. (2018) · Body Space & Technology · doi:10.16995/bst.299 · Cited by 1 · see citing works
Self-citationFarahi, B. (2021) · doi:10.1145/3450507.3457429 · Cited by 1 · see citing works
Gosse, V. (2005) · Palgrave Macmillan US eBooks · doi:10.1007/978-1-137-04781-6_34 · Cited by 1 · see citing works
Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AIPreprint
Sun, Y., Li, Z., Fang, K., et al. (2023) · arXiv (Cornell University) · doi:10.48550/arxiv.2308.12915 · Cited by 1 · see citing works
Self-citationBERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2018) · arXiv · doi:10.48550/arxiv.1810.04805
Flagged first, then by citations
Research works printed but not linked: 3
- Violet Du Feng and Qing Zhao. 2022. Hidden Letters. IMDb ID: tt15503562 event- location: China.
- Alice & Bob, 2017. http://annaridler.com/quantum- computing-art Yuqian Sun, Xingyu Li, and Ze Gao. 2023a. Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Model. arXiv preprint arXiv:2306.09776 (2023). · arXiv
- Weidi Zhang, Donghao Ren, and George Legrady. 2021. Cangjie's poetry: an interactive art experience of a semantic human-machine reality. Proceedings of the ACM on Computer Graphics and Interactive Techniques 4, 2 (2021), 1-9.
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Sorted by citations
Tang, Y., Zhang, N., Ciancia, M., & Wang, Z. (2024) · Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing · doi:10.1145/3678884.3681890 · Cited by 31 · see citing works
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Tang, Y., Li, H., Lan, M., Ma, X., & Qu, H. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714120 · Cited by 18 · see citing works
“In art, AI has contributed to interactive media and visual representation [2, 94, 96].”
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Pavlidis, G. P. (2025) · Computers · doi:10.3390/computers14070266 · Cited by 8 · see citing works
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Pan, Z., Andronis, A., Hayek, E., Wilkinson, O. A. P., Lasy, I., Parry, A., Gadney, G., Smith, T. J., & Grierson, M. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2603634 · Cited by 8 · see citing works
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Tang, Y., Zhou, J., Li, H., Xie, X., Ma, X., & Qu, H. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790300 · Cited by 5 · see citing works
“Generative AI has demonstrated substantial power in generating texts, such as poems [59, 61] and stories [13], and visuals [7], such as images [62] and videos [73].”
Self-citationWu, Z., Wen, R., Sagesser, M. Z., Yi, S.-Y. Y. S.-Y., Xian, J., Wu, W., & Braud, T. (2024) · doi:10.1145/3680530.3695446 · Cited by 5 · see citing works
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Tang, Y., Chen, X., Li, H., Xie, X., Ma, X., & Qu, H. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790568 · Cited by 2 · see citing works
Self-citationA review of recent efforts in digitalization and application of endangered scripts
Shi, J.-Q., Tsung, F., & Kang Zhang, A. (2026) · npj Heritage Science · doi:10.1038/s40494-026-02522-7 · Cited by 2 · see citing works
Huang, K., Huang, D., Lin, C. G., & Hu, B. A. (2025) · International Conference on Tangible, Embedded, and Embodied Interaction (TEI) · doi:10.1145/3689050.3707688 · Cited by 2 · see citing works
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Huang, D., Huang, K., Wang, R., & Hu, B. A. (2025) · Conference on Animation and Interactive Art (CAIA) · doi:10.1145/3749893.3749912 · Cited by 2 · see citing works
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Lian, M. (2024) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/3675094.3681950
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Zhou, X., Rao, F., & Zhou, Z. (2026) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3772363.3798713
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Shi, J.-Q., Wang, Y., Zheng, J., Wang, H., Zeng, Y., & Liang, C. (2026) · Proceedings of the ACM on Computer Graphics and Interactive Techniques · doi:10.1145/3816083
Yuying, T. A. N. G., Qiu, W., Zhang, Y., ZHANG, B., Zhang, W., Ma, X., & Qu, H. (2026) · Creativity and Cognition · doi:10.1145/3803784.3816817
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Wei, Z., Tang, Y., Tang, M., & Rao, A. (2026) · ACM SIGGRAPH Conference (SIGGRAPH) · doi:10.1145/3799820.3812481
Self-citation
- Authors
- Sun, Y., Tang, Y., Gao, Z., Pan, Z., Xu, C., Chen, Y., Qian, K., Wang, Z., Braud, T., Lee, C. H., & Asadipour, A.
- Affiliations
- Royal College of Art (GB)
- Politecnico di Milano (IT)
- Hong Kong Polytechnic University (HK)
- Ubisoft, China
- New Drama Studio, China
- SOAS University of London (GB)
- King's College London (GB)
- Tsinghua University (CN)
- Hong Kong University of Science and Technology (HK)
- Korea Advanced Institute of Science and Technology (KR)
- ORCID
- Venue
- SIGGRAPH Asia 2023 Art Papers
- Publisher
- ACM
- Published
- 2023-12-08
- Pages
- 1-7
- OpenAlex
- W4389476478
- Cited by
- 14
- References
- 13
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 3
- FWCI
- 38.08
- Type
- conference paper
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Rare & Special e-Zone (The Hong Kong University of Science and Technology) (submittedVersion)
- Funders
- Acknowledge financial support partly from the Extended Reality and Immersive Media (XRIM) Lab at HKUST and the National Social Science Foundation of China (20CJY045).
- Topics
- Social Sciences › Arts and Humanities › Visual Arts and Performing Arts › Art, Technology, and Culture
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Cybernetics and Technology in Society
- Social Sciences › Arts and Humanities › Literature and Literary Theory › Digital Humanities and Scholarship
- Keywords
- Nüshu, language emergence, AI agents, interactive installation, Chinese writing system, feminist perspectives, cultural heritage, computational linguistics
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