GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment
Dhruba Ghosh, Hanna Hajishirzi, Ludwig Schmidt. NeurIPS Datasets and Benchmarks Track 2023.
Publications
DataComp: In search of the next generation of multimodal datasets
Samir Gadre, Gabriel Ilharco, Alex Fang, et al.. NeurIPS Datasets and Benchmarks Track 2023.
The effect of model size on worst-group generalization
Alan Pham*, Eunice Chan*, Vikranth Srivatsa*, Dhruba Ghosh*, Yaoqing Yang, Yaodong Yu, Ruiqi Zhong, Joseph E. Gonzalez, Jacob Steinhardt. NeurIPS DistShift Workshop 2021.
An infrared spectral biomarker accurately predicts neurodegenerative disease class in the absence of overt symptoms
Lila Lovergne*, Dhruba Ghosh*, Renaud Schuck*, Aris A. Polyzos*, Andrew D. Chen, Michael C. Martin, Edward S. Barnard, James B. Brown, Cynthia T. McMurray. Scientific Reports 2021.
Are larger pretrained language models uniformly better? Comparing performance at the instance level
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt. ACL Findings 2021.