Publications
This section contains publications published by ISI over the past several decades.
2024
Gpt is not an annotator: The necessity of human annotation in fairness benchmark construction
Virginia K Felkner, Jennifer A Thompson, Jonathan May
arXiv preprint arXiv:2405.15760, 2024
FlowBench Raw Data Archive
Papadimitriou George, Hongwei Jin, Cong Wang, Krishnan Raghavan, Imtiaz Mahmud, Komal Thareja, Pawel Zuk, Rajiv Mayani, Prasanna Balaprakash, Mariam Kiran, Anirban Mandal, Ewa Deelman
Univ. of Southern California; Univ. of North Carolina at Chapel Hill …, 2024
NSF Major Facilities Cloud Use Cases and Considerations
G Bruce Berriman, Brian Dobbins, Jeremy Fischer, Bob Flynn, Jeffrey Glatstein, Rajiv Mayani, Loïc Pottier, Craig Risien, Benedikt Riedel, Mats Rynge, Erik Scott, Tyson Swetnam, Amanda Tan, Chad Trabant, Karan Vahi, Don Brower, Charles Vardeman
NSF Major Facilities Cloud Use Cases and Considerations, 2024
Trusted CI Webinar: SPHERE-Security and Privacy Heterogeneous Environment for Reproducible Experimentation
Jelena Mirkovic, Balenson David
2024
Artificial Intuition: Efficient Classification of Scientific Abstracts
Harsh Sakhrani, Naseela Pervez, Anirudh Ravi Kumar, Fred Morstatter, Alexandra Graddy Reed, Andrea Belz
arXiv preprint arXiv:2407.06093, 2024
UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos
Yuzhong Huang, Fred Morstatter
arXiv preprint arXiv:2407.03594, 2024
Orientdream: Streamlining text-to-3d generation with explicit orientation control
Yuzhong Huang, Fred Morstatter
arXiv preprint arXiv:2406.10000, 2024
Operational Collective Intelligence of Humans and Machines
Nikolos Gurney, Fred Morstatter, David V Pynadath, Adam Russell, Gleb Satyukov
International Conference on Human-Computer Interaction, 296-308, 2024
Online network topology shapes personal narratives and hashtag generation
J Hunter Priniski, Bryce Linford, Sai Krishna, Fred Morstatter, Jeff Brantingham, Hongjing Lu
arXiv preprint arXiv:2405.20457, 2024
The Diffusion of Causal Language in Social Networks
Zhuoyu Shi, Fred Morstatter
Proceedings of the International AAAI Conference on Web and Social Media 18 …, 2024
Policy learning for localized interventions from observational data
Myrl G Marmarelis, Fred Morstatter, Aram Galstyan, Greg Ver Steeg
International Conference on Artificial Intelligence and Statistics, 4456-4464, 2024
Offset unlearning for large language models
James Y Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
arXiv preprint arXiv:2404.11045, 2024
Secret Keepers: The Impact of LLMs on Linguistic Markers of Personal Traits
Zhivar Sourati, Meltem Ozcan, Colin McDaniel, Alireza Ziabari, Nuan Wen, Ala Tak, Fred Morstatter, Morteza Dehghani
arXiv preprint arXiv:2404.00267, 2024
Ensembled prediction intervals for causal outcomes under hidden confounding
Myrl G Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter
Causal Learning and Reasoning, 18-40, 2024
Qualitative exploration of child welfare workers’ decision-making experiences and perspectives on fairness
Eunhye Ahn, Fred Morstatter, Debra Waters-Roman, Lindsey Palmer, Jacquelyn McCroskey
Journal of Public Child Welfare, 1-24, 2024
" Define Your Terms": Enhancing Efficient Offensive Speech Classification with Definition
Huy Nghiem, Umang Gupta, Fred Morstatter
arXiv preprint arXiv:2402.03221, 2024
The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape
Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, Jeffrey Brantingham, Kristina Lerman
ACM Transactions on the Web, 2024
The butterfly effect of altering prompts: How small changes and jailbreaks affect large language model performance
Abel Salinas, Fred Morstatter
arXiv preprint arXiv:2401.03729, 2024
Personalized Multimodal Large Language Models: A Survey
Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian McAuley
arXiv preprint arXiv:2412.02142, 2024