{"id":50,"date":"2022-10-05T19:45:55","date_gmt":"2022-10-05T19:45:55","guid":{"rendered":"https:\/\/etlab.cs.queensu.ca\/?page_id=50"},"modified":"2026-03-23T15:08:56","modified_gmt":"2026-03-23T19:08:56","slug":"publications","status":"publish","type":"page","link":"https:\/\/labs.cs.queensu.ca\/etlab\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

NEW PAPERS<\/h2>\n\n\n\n

Dada, M., Xie, W., Vlaad, S. and Stinson, C. (forthcoming). What’s in a Name?: Pre-Crime Biases in Generative AI. International Conference on Large Language Models (LLM 2025<\/em>.)<\/p>\n\n\n\n

Radi, B., S. Vlaad, J. Wong & R. Bell. (forthcoming). On Trans Philosophy\u2019s Methods: A Roundtable. Transgender Studies Quarterly<\/em>.<\/p>\n\n\n\n

Vlaad, S. & E. Paul. (forthcoming). Appreciating AI Art: Aesthetic Vices, Virtues, and Values. Journal of Aesthetics and Art Criticism<\/em>.<\/p>\n\n\n\n

Vlaad, S. & S. Elms. (forthcoming). Starfish Collaborations: Trans\/feminist Composition Within, Against, and Beyond the Academy. Feminist Making, Doing, and Sensing<\/em>, edited by A. Jaarsma & L. Guilmette, Duke University Press.<\/p>\n\n\n\n

Stinson, C. (forthcoming). Genius, Child, or Fake? How to Achieve Artificial General Intelligence. In Introducing Philosophy of Mind, Today<\/em>, Eds. Devin Curry, Louise Daoust, p. 173–175. Routledge.<\/p>\n\n\n\n

2026<\/h2>\n\n\n\n

Stinson, C. (2026). Engagement versus Therapeutic Alliance: Large Language Models in AI Psychotherapy. American Journal of Bioethics<\/em>. https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/15265161.2025.2608622<\/a>.<\/p>\n\n\n\n

D. Gagnon-King, Jones, L., Gamayunova, A., Litwiniuk, S., Chen, X., Liu, A., Stinson, C. & Nabil, S. (2026). GlassIO: Long-Term In-Home Study of Hybrid Craft Through Interactive Stained Glass. 20th International Conference on Tangible, Embedded, and Embodied Interaction, TEI2026.<\/em> https:\/\/dl.acm.org\/doi\/full\/10.1145\/3731459.3773304<\/a>.<\/p>\n\n\n\n

Cappello, A. and Stinson, C. (2026). The Challenges of Web Scraping and AI for Research Ethics in Canada: A Survey of University REBs. Journal of Empirical Research on Human Research Ethics<\/em>. https:\/\/journals.sagepub.com\/doi\/10.1177\/15562646261434135<\/a>.<\/p>\n\n\n\n

Khan, R., Sauve, A., Bayoumi, I., Simpson, A.L. and Stinson, C. (2026). The Patient\/Industry Tradeoff in Medical Artificial Intelligence. AI and Ethics<\/em>, 6:99. http:\/\/arxiv.org\/abs\/2601.06144<\/a> or https:\/\/link.springer.com\/article\/10.1007\/s43681-025-00936-w<\/a><\/p>\n\n\n\n

2025<\/h2>\n\n\n\n

Grigoreva, V., Stinson, C. and Muise, C. (2025). Analysis of Linguistic Effects of Self-Consuming Training. International Conference on Foundation and Large Language Models (FLLM 2025)<\/em>. https:\/\/ieeexplore.ieee.org\/abstract\/document\/11390942<\/a><\/p>\n\n\n\n

Khan, R. and Stinson, C. (2025) Auditing Facial Emotion Recognition Datasets for Posed Expressions and Racial Bias. International Conference on Foundation and Large Language Models (FLLM 2025)<\/em>. https:\/\/ieeexplore.ieee.org\/document\/11391216<\/a> or https:\/\/arxiv.org\/abs\/2507.10755<\/a><\/p>\n\n\n\n

Crosby, A., McClelland, A., Sharpe, T., Maeder, E., Stinson, C., Samuels Wortley, K., Khan, R.F. and Lin, Z. (2025) Tracking (In)Justice: Documenting Fatal Encounters with Police in Canada. Canadian Journal of Law and Society<\/em>, 1\u201325. https:\/\/www.cambridge.org\/core\/journals\/canadian-journal-of-law-and-society-la-revue-canadienne-droit-et-societe\/article\/tracking-injustice-documenting-fatal-encounters-with-police-in-canada\/74BF7B4247292AE587D11E78853A0221<\/a><\/p>\n\n\n\n

Stinson, C. (2025). Raising an AI Teenager. The Philosophy of Ted Chiang<\/em>. Ed. D. Friedell. Palgrave MacMillan. https:\/\/philpapers.org\/rec\/STIRAA<\/a> or https:\/\/link.springer.com\/book\/10.1007\/978-3-031-81662-8<\/a><\/p>\n\n\n\n

Vlaad, S. (2025). Texts Without Authors: Ascribing Literary Meaning in the Case of AI. Journal of Aesthetics and Art Criticism<\/em>. https:\/\/academic.oup.com\/jaac\/article\/83\/1\/4\/7964706<\/a><\/p>\n\n\n\n

2024<\/h2>\n\n\n\n

Vlaad, S. (2024). A Portrait of the Artist as a Young Algorithm. Ethics and Information Technology<\/em>. https:\/\/link.springer.com\/article\/10.1007\/s10676-024-09796-0<\/a><\/p>\n\n\n\n

Aitken, W., Abdalla, M., Rudie, K. & Stinson, C. (2024). Collaboration or Corporate Capture? Quantifying NLP’s Reliance on Industry Artifacts and Contributions. Annual Meeting of the Association for Computational Linguistics<\/em>. https:\/\/aclanthology.org\/2024.acl-long.188\/<\/a><\/p>\n\n\n\n

Stinson, C. (2024). What are large language models made of? In M. E. Norris and S. E. Smith (Eds.), Leading the Way: Envisioning the Future of Higher Education<\/em>. https:\/\/ecampusontario.pressbooks.pub\/futureofhighereducation\/chapter\/what-are-large-language-models-made-of\/<\/a><\/p>\n\n\n\n

Cappello, A., Dada, M., Grigoreva, V., Khan, R., Stinson, C. & Stuart, H. (2024) Large Language Models and the Disappearing Private Sphere. Report for the Office of the Privacy Commissioner Contributions Program.<\/em> https:\/\/labs.cs.queensu.ca\/etlab\/wp-content\/uploads\/sites\/13\/2024\/04\/OPC_Final_Report_2023.pdf<\/a><\/p>\n\n\n\n

Stinson, C. & Vlaad, S. (2024). A Feeling for the Algorithm: Diversity and Expertise in Artificial Intelligence. Big Data & Society<\/em>. https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/20539517231224247<\/a><\/p>\n\n\n\n

Vlaad, S. (2024). Transitioning Texts and Genre Reassignment: Trans Poetics as<\/em> Trans Philosophy. PhiloSOPHIA<\/em>. https:\/\/www.pdcnet.org\/sophia\/content\/sophia_2024_0014_0031_0049<\/a> <\/p>\n\n\n\n

2023<\/h2>\n\n\n\n

Oreamuno, E.L., R.F. Khan, A.A. Bangash, C. Stinson, B. Adams. (2023) The State of Documentation Practices of Third-Party Machine Learning Models and Datasets. IEEE Software<\/em>. 41(5):52-59. https:\/\/www.computer.org\/csdl\/magazine\/so\/2024\/05\/10436659\/1UyViY2HASk<\/a><\/p>\n\n\n\n

Srivastava, A., A. Rastogi, A. Rao, …, Stinson, C., et al. (441 additional authors). (2023). Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Transactions on Machine Learning Research<\/em>, 2835-8856. https:\/\/openreview.net\/forum?id=uyTL5Bvosj<\/a><\/p>\n\n\n\n

Li, J., Aitken, W., Bhambhoria, R., & Zhu, X. (2023). Prefix Propagation: Parameter-Efficient Tuning for Long Sequences. Annual Meeting of the Association for Computational Linguistics<\/em>. https:\/\/arxiv.org\/abs\/2305.12086<\/a><\/p>\n\n\n\n

Medema, E. (2023). A Comprehensive Framework for the Development of Ethical Machine Learning in Medicine. Proceedings of the Canadian Conference on Artificial Intelligence<\/em>. https:\/\/doi.org\/10.21428\/594757db.166dda67<\/a><\/p>\n\n\n\n

2022<\/h2>\n\n\n\n

Ferguson, V. (August 2022) Race, Racism, and Sickle Cell Disease: Where it Began and Where it Ends. The Red Blood Cell Disorders hub. <\/em>https:\/\/www.rbcd.ca\/blog\/race-racism-and-sickle-cell-disease-where-it-began-and-where-it-ends<\/a><\/p>\n\n\n\n

Stinson, C. (2022). Algorithms are not Neutral: Bias in Collaborative Filtering. AI and Ethics<\/em>. https:\/\/link.springer.com\/epdf\/10.1007\/s43681-022-00136-w<\/a> <\/p>\n\n\n\n

Stinson, C. (2022). Fuck the Algorithm: Conceptual Issues in Algorithmic Bias. https:\/\/arxiv.org\/abs\/2505.13509<\/a><\/p>\n\n\n\n

Robertson, J., C. Stinson & T. Hu. (2022). A Bio-Inspired Framework for Machine Bias Interpretation. In Proceedings of the 2022 AAAI\/ACM Conference on AI, Ethics, and Society, AIES \u201922<\/em>. 588598. https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3514094.3534126<\/a> <\/p>\n\n\n\n

Neophytou, N., B. Mitra & C. Stinson. (2022). Revisiting Popularity and Demographic Biases. In Recommender Evaluation and Effectiveness. In Advances in Information Retrieval. ECIR 2022. Lecture Notes in Computer Science<\/em> 13185. Springer. https:\/\/doi.org\/10.1007\/978-3-030-99736-6_43<\/a> <\/p>\n\n\n\n

Li, X., Aitken, W., Zhu, X., & Thomas, S. W. (2022). Learning Better Intent Representations for Financial Open Intent Classification. arXiv preprint arXiv:2210.14304<\/em>. https:\/\/arxiv.org\/abs\/2210.14304<\/a><\/p>\n\n\n\n

Vlaad, S. (2022). Poetic Operations: Trans of Color Art in Digital Media. Journal of Critical Race Inquiry<\/em>, 9 (1): 91\u201394.<\/p>\n\n\n\n

2021<\/h2>\n\n\n\n

Stinson, C. (January 2021) The Dark Past of Algorithms That Associate Appearance and Criminality. American Scientist<\/em>, 109:1(26). https:\/\/www.americanscientist.org\/article\/the-dark-past-of-algorithms-that-associate-appearance-and-criminality<\/a> <\/p>\n\n\n\n

2020<\/h2>\n\n\n\n

Stinson, C., L. James, M. Abdalla, N. Moellers, S. Mosurinjohn, S. Phillips & A. Simpson. (November 2020) Limit Corporate Influence, Maximize Public Involvement and Accountability. New Digital Research Infrastructure Organization<\/em>. https:\/\/alliancecan.ca\/en\/document\/232<\/a> <\/p>\n\n\n\n

Stinson, C. (2020) From Implausible Artificial Neurons to Idealized Cognitive Models: Rebooting Philosophy of Artificial Intelligence. Philosophy of Science<\/em>. 87(4), 590\u2013611. https:\/\/www.journals.uchicago.edu\/doi\/pdf\/10.1086\/709730<\/a><\/p>\n\n\n\n

Stinson, C. (September 2020) Agency and Ethics in a Complex World. Future EDge<\/em>, Issue 2. New South Wales Department of Education. https:\/\/education.nsw.gov.au\/content\/dam\/main-education\/teaching-and-learning\/education-for-a-changing-world\/media\/documents\/FutureEdge-Issue2.pdf<\/a> <\/p>\n\n\n\n

Stinson, C. (May 2020) Algorithms Associating Appearance and Criminality Have a Dark Past. Aeon<\/em>. https:\/\/aeon.co\/ideas\/algorithms-associating-appearance-and-criminality-have-a-dark-past<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":"

NEW PAPERS Dada, M., Xie, W., Vlaad, S. and Stinson, C. (forthcoming). What’s in a Name?: Pre-Crime Biases in Generative 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PAPERS Dada, M., Xie, W., Vlaad, S. and Stinson, C. (forthcoming). What’s in a Name?: Pre-Crime Biases in Generative […]","_links":{"self":[{"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/pages\/50","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/users\/70"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/comments?post=50"}],"version-history":[{"count":20,"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/pages\/50\/revisions"}],"predecessor-version":[{"id":492,"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/pages\/50\/revisions\/492"}],"wp:attachment":[{"href":"https:\/\/labs.cs.queensu.ca\/etlab\/wp-json\/wp\/v2\/media?parent=50"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}