Artificial Intimacy: An Exploration of the Personal and Intimate in Natural Language Processing Models

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Standard

Artificial Intimacy : An Exploration of the Personal and Intimate in Natural Language Processing Models. / Jones, Mirabelle; Griffioen, Nastasia; Shklovski, Irina; Hanteer, Obaida.

Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022. Association for Computing Machinery, Inc., 2022. 23 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Harvard

Jones, M, Griffioen, N, Shklovski, I & Hanteer, O 2022, Artificial Intimacy: An Exploration of the Personal and Intimate in Natural Language Processing Models. in Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022., 23, Association for Computing Machinery, Inc., ACM International Conference Proceeding Series, 12th Nordic Conference on Human-Computer Interaction: Participative Computing for Sustainable Futures, NordiCHI 2022, Aarhus, Denmark, 08/10/2022. https://doi.org/10.1145/3547522.3547719

APA

Jones, M., Griffioen, N., Shklovski, I., & Hanteer, O. (2022). Artificial Intimacy: An Exploration of the Personal and Intimate in Natural Language Processing Models. In Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022 [23] Association for Computing Machinery, Inc.. ACM International Conference Proceeding Series https://doi.org/10.1145/3547522.3547719

Vancouver

Jones M, Griffioen N, Shklovski I, Hanteer O. Artificial Intimacy: An Exploration of the Personal and Intimate in Natural Language Processing Models. In Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022. Association for Computing Machinery, Inc. 2022. 23. (ACM International Conference Proceeding Series). https://doi.org/10.1145/3547522.3547719

Author

Jones, Mirabelle ; Griffioen, Nastasia ; Shklovski, Irina ; Hanteer, Obaida. / Artificial Intimacy : An Exploration of the Personal and Intimate in Natural Language Processing Models. Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022. Association for Computing Machinery, Inc., 2022. (ACM International Conference Proceeding Series).

Bibtex

@inproceedings{8e3c2e866eba4828acb9adf19b5e33e5,
title = "Artificial Intimacy: An Exploration of the Personal and Intimate in Natural Language Processing Models",
abstract = "Artificial Intimacy is an AI art installation that explores what natural language processing (NLP) models in our everyday lives would feel like if they were to be personalized to match our own personalities and values. We explored the possibility of fine-tuning NLP models using personal social media data. Our selected data sources - Leslie Foster and Gorjeoux Moon - have offered their own social media data to fine-tune the models. We present a video capturing their conversations with their social media selves. The interactive portion of the installation invites the audience to engage with Foster's and Moon's chatbots and explore interactions with NLP models that are personalized in this way.",
keywords = "Artificial Intelligence, Model finetuning, NLP, Personalization, Values",
author = "Mirabelle Jones and Nastasia Griffioen and Irina Shklovski and Obaida Hanteer",
note = "Publisher Copyright: {\textcopyright} 2022 Owner/Author.; 12th Nordic Conference on Human-Computer Interaction: Participative Computing for Sustainable Futures, NordiCHI 2022 ; Conference date: 08-10-2022 Through 12-10-2022",
year = "2022",
doi = "10.1145/3547522.3547719",
language = "English",
series = "ACM International Conference Proceeding Series",
booktitle = "Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022",
publisher = "Association for Computing Machinery, Inc.",

}

RIS

TY - GEN

T1 - Artificial Intimacy

T2 - 12th Nordic Conference on Human-Computer Interaction: Participative Computing for Sustainable Futures, NordiCHI 2022

AU - Jones, Mirabelle

AU - Griffioen, Nastasia

AU - Shklovski, Irina

AU - Hanteer, Obaida

N1 - Publisher Copyright: © 2022 Owner/Author.

PY - 2022

Y1 - 2022

N2 - Artificial Intimacy is an AI art installation that explores what natural language processing (NLP) models in our everyday lives would feel like if they were to be personalized to match our own personalities and values. We explored the possibility of fine-tuning NLP models using personal social media data. Our selected data sources - Leslie Foster and Gorjeoux Moon - have offered their own social media data to fine-tune the models. We present a video capturing their conversations with their social media selves. The interactive portion of the installation invites the audience to engage with Foster's and Moon's chatbots and explore interactions with NLP models that are personalized in this way.

AB - Artificial Intimacy is an AI art installation that explores what natural language processing (NLP) models in our everyday lives would feel like if they were to be personalized to match our own personalities and values. We explored the possibility of fine-tuning NLP models using personal social media data. Our selected data sources - Leslie Foster and Gorjeoux Moon - have offered their own social media data to fine-tune the models. We present a video capturing their conversations with their social media selves. The interactive portion of the installation invites the audience to engage with Foster's and Moon's chatbots and explore interactions with NLP models that are personalized in this way.

KW - Artificial Intelligence

KW - Model finetuning

KW - NLP

KW - Personalization

KW - Values

UR - http://www.scopus.com/inward/record.url?scp=85139868445&partnerID=8YFLogxK

U2 - 10.1145/3547522.3547719

DO - 10.1145/3547522.3547719

M3 - Article in proceedings

AN - SCOPUS:85139868445

T3 - ACM International Conference Proceeding Series

BT - Participative Computing for Sustainable Futures - Adjunct Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022

PB - Association for Computing Machinery, Inc.

Y2 - 8 October 2022 through 12 October 2022

ER -

ID: 323462354