AI's regimes of representation: A community-centered study of text-to-image models in South Asia

R Qadri, R Shelby, CL Bennett, E Denton - Proceedings of the 2023 …, 2023 - dl.acm.org
This paper presents a community-centered study of cultural limitations of text-to-image (T2I)
models in the South Asian context. We theorize these failures using scholarship on …

In the Walled Garden: Challenges and Opportunities for Research on the Practices of the AI Tech Industry

MK Scheuerman - The 2024 ACM Conference on Fairness …, 2024 - dl.acm.org
Research on technology companies and their workers can externalize otherwise invisible
and tacit workplace approaches, identify organizational constraints to creating more ethical …

Mapping the individual, social and biospheric impacts of Foundation Models

A Domínguez Hernández, S Krishna… - The 2024 ACM …, 2024 - dl.acm.org
Responding to the rapid roll-out and large-scale commercialization of foundation models,
large language models, and generative AI, an emerging body of work is shedding light on …

Understanding users' dissatisfaction with chatgpt responses: Types, resolving tactics, and the effect of knowledge level

Y Kim, J Lee, S Kim, J Park, J Kim - Proceedings of the 29th International …, 2024 - dl.acm.org
Large language models (LLMs) with chat-based capabilities, such as ChatGPT, are widely
used in various workflows. However, due to a limited understanding of these large-scale …

Vizability: Enhancing chart accessibility with llm-based conversational interaction

J Gorniak, Y Kim, D Wei, NW Kim - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Traditional accessibility methods like alternative text and data tables typically
underrepresent data visualization's full potential. Keyboard-based chart navigation has …

Building, Shifting, & Employing Power: A Taxonomy of Responses From Below to Algorithmic Harm

A DeVrio, M Eslami, K Holstein - The 2024 ACM Conference on …, 2024 - dl.acm.org
A large body of research has attempted to ensure that algorithmic systems adhere to notions
of fairness and transparency. Increasingly, researchers have highlighted that mitigating …

The Impact of Generative AI on Creativity in Software Development: A Research Agenda

V Jackson, B Vasilescu, D Russo, P Ralph… - ACM Transactions on …, 2024 - dl.acm.org
As GenAI becomes embedded in developer toolchains and practices, and routine code is
increasingly generated, human creativity will be increasingly important for generating …

Ai suggestions homogenize writing toward western styles and diminish cultural nuances

D Agarwal, M Naaman, A Vashistha - arXiv preprint arXiv:2409.11360, 2024 - arxiv.org
Large language models (LLMs) are being increasingly integrated into everyday products
and services, such as coding tools and writing assistants. As these embedded AI …

“They only care to show us the wheelchair”: disability representation in text-to-image AI models

KA Mack, R Qadri, R Denton, SK Kane… - Proceedings of the CHI …, 2024 - dl.acm.org
This paper reports on disability representation in images output from text-to-image (T2I)
generative AI systems. Through eight focus groups with 25 people with disabilities, we found …

Fairness and bias in multimodal ai: A survey

T Adewumi, L Alkhaled, N Gurung, G van Boven… - arXiv preprint arXiv …, 2024 - arxiv.org
The importance of addressing fairness and bias in artificial intelligence (AI) systems cannot
be over-emphasized. Mainstream media has been awashed with news of incidents around …