Search Results for author: Sourojit Ghosh

Found 5 papers, 1 papers with code

From Melting Pots to Misrepresentations: Exploring Harms in Generative AI

no code implementations16 Mar 2024 Sanjana Gautam, Pranav Narayanan Venkit, Sourojit Ghosh

With the widespread adoption of advanced generative models such as Gemini and GPT, there has been a notable increase in the incorporation of such models into sociotechnical systems, categorized under AI-as-a-Service (AIaaS).

Misgendering and Assuming Gender in Machine Translation when Working with Low-Resource Languages

no code implementations24 Jan 2024 Sourojit Ghosh, Srishti Chatterjee

This chapter focuses on gender-related errors in machine translation (MT) in the context of low-resource languages.

Machine Translation

'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion

no code implementations30 Oct 2023 Sourojit Ghosh, Aylin Caliskan

We observe how Stable Diffusion outputs of `a person' without any additional gender/nationality information correspond closest to images of men and least with persons of nonbinary gender, and to persons from Europe/North America over Africa/Asia, pointing towards Stable Diffusion having a concerning representation of personhood to be a European/North American man.

Language Modelling

Patterns of Patient and Caregiver Mutual Support Connections in an Online Health Community

1 code implementation31 Jul 2020 Zachary Levonian, Marco Dow, Drew Erikson, Sourojit Ghosh, Hannah Miller Hillberg, Saumik Narayanan, Loren Terveen, Svetlana Yarosh

We investigated how connections between peers were initiated, finding that initiations are more likely between two authors who have the same role and who are close within the broader communication network.

Human-Computer Interaction Computers and Society

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