O'Brien, Sean

7 publications

ICLRW 2025 Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models Muna Numan Said, Aarib Zaidi, Rabia Usman, Sonia Okon, Praneeth Medepalli, Kevin Zhu, Vasu Sharma, Sean O'Brien

ICLRW 2025 Endive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models Abhay Gupta, Jacob Cheung, Philip Meng, Shayan Sayyed, Austen Liao, Kevin Zhu, Sean O'Brien

ICLRW 2025 MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered Ishwara Vasista, Imran Mirza, Cole Huang, Rohan Rajasekhara Patil, Aslihan Akalin, Kevin Zhu, Sean O'Brien

ICLR 2025 Self-Updatable Large Language Models by Integrating Context into Model Parameters Yu Wang, Xinshuang Liu, Xiusi Chen, Sean O'Brien, Junda Wu, Julian McAuley

NeurIPSW 2024 DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis Using Large Language Models Rajat Rawat, Hudson McBride, Rajarshi Ghosh, Dhiyaan Chakkresh Nirmal, Jong Moon, Dhruv Alamari, Kevin Zhu, Sean O'Brien

NeurIPSW 2024 Semantic Self-Consistency: Enhancing Language Model Reasoning via Semantic Weighting Tim Knappe, Ryan Luo Li, Ayush Chauhan, Kaylee Chhua, Kevin Zhu, Sean O'Brien

NeurIPSW 2023 PATHFINDER: Guided Search over Multi-Step Reasoning Paths Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz