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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

Towards Automatic Evaluation of Task-Oriented Dialogue Flows

Mehrnoosh Mirtaheri, Nikhil Varghese, Chandra Khatri, Amol Kelkar

arXiv preprint arXiv:2411.10416, 2024

Tackling Long-Tail Entities for Temporal Knowledge Graph Completion

Mehrnoosh Mirtaheri, Ryan A Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami

Companion Proceedings of the ACM on Web Conference 2024, 497-500, 2024

Retweets Amplify the Echo Chamber Effect

Ashwin Rao, Fred Morstatter, Kristina Lerman

ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on …, 2024

KULCQ: An Unsupervised Keyword-based Utterance Level Clustering Quality Metric

Pranav Guruprasad, Negar Mokhberian, Nikhil Varghese, Chandra Khatri, Amol Kelkar

arXiv preprint arXiv:2411.09853, 2024

Non-binary gender expression in online interactions

Rebecca Dorn, Negar Mokhberian, Julie Jiang, Jeremy Abramson, Fred Morstatter, Kristina Lerman

International Conference on Advances in Social Networks Analysis and Mining …, 2024