4 papers
Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health
Sumon Kanti Dey, Manvi S, Zeel Mehta +4
Large Language Models (LLMs) have been positioned as having the potential to expand access to health information in the Global South, yet their evaluation remains heavily dependent…
"Who Has the Time?": Understanding Receptivity to Health Chatbots among Underserved Women in India
Manvi S, Roshini Deva, Neha Madhiwalla +1
Access to health information and services among women continues to be a major challenge in many communities globally. In recent years, there has been a growing interest in the pote…
"Kya family planning after marriage hoti hai?": Integrating Cultural Sensitivity in an LLM Chatbot for Reproductive Health
Roshini Deva, Dhruv Ramani, Tanvi Divate +2
Access to sexual and reproductive health information remains a challenge in many communities globally, due to cultural taboos and limited availability of healthcare providers. Publ…
A Mixed-Methods Evaluation of LLM-Based Chatbots for Menopause
Roshini Deva, Manvi S, Jasmine Zhou +5
The integration of Large Language Models (LLMs) into healthcare settings has gained significant attention, particularly for question-answering tasks. Given the high-stakes nature o…