Melissa Hall

SOFTWARE ENGINEER | MENLO PARK, UNITED STATES

Melissa Hall is a software engineer working on fairness and responsible AI. Her work focuses on the development of methodologies, processes, and tools for ensuring that AI systems are fair and unbiased. She has a B.S. in electrical and computer engineering and a B.A. in liberal arts (Plan II) from the University of Texas.

Research Areas

Computer Vision

Conversational AI

Core Machine Learning

Natural Language Processing (NLP)

Melissa's Publications

June 14, 2024

COMPUTER VISION

Decomposed evaluations of geographic disparities in text-to-image models

Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppa, Oindrila Saha, Adina Williams, Adriana Romero Soriano, Megan Richards, Polina Kirichenko, Melissa Hall

June 14, 2024

Read the Paper

June 05, 2024

CORE MACHINE LEARNING

An Introduction to Vision-Language Modeling

Florian Bordes, Richard Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra