Publications
This section contains publications published by ISI over the past several decades.
2021
The emergence of heterogeneous scaling in research institutions
Keith A Burghardt, Zihao He, Allon G Percus, Kristina Lerman
Communications Physics 4 (1), 189, 2021
Dogr: Disaggregated gaussian regression for reproducible analysis of heterogeneous data
Nazanin Alipourfard, Keith Burghardt, Kristina Lerman
arXiv preprint arXiv:2108.13581, 2021
Heterogeneous effects of software patches in a multiplayer online battle arena game
Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
Proceedings of the 16th International Conference on the Foundations of …, 2021
and Kristina Lerman USC Information Sciences Institute, Marina del Rey, CA 90292, USA keithab@ isi. edu
Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan
Social, Cultural, and Behavioral Modeling: 14th International Conference …, 2021
Limiting Tags Fosters Efficiency
Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
Proceedings of the 13th ACM Web Science Conference 2021, 46-55, 2021
Political partisanship and antiscience attitudes in online discussions about COVID-19: Twitter content analysis
Ashwin Rao, Fred Morstatter, Minda Hu, Emily Chen, Keith Burghardt, Emilio Ferrara, Kristina Lerman
Journal of medical Internet research 23 (6), e26692, 2021
TAILOR/ATTUNE: Predicting Effects of HPO Interventions with Socio-Cognitive Agents that Leverage Individual Residuals–HERA Dataset
Christopher MacLellan, Kimberly Stowers, Adam Russell, Jeremy Gottlieb, Sonja Schmer-Galunder, Noshir Contractor, Gretchen Knaack, Ion Juvina, Brandon Minnery, Srikanth Nadella, Kristina Lerman, Keith Burghardt, Ryan Wohleber
OSF, 2021
A model of densifying collaboration networks
Keith A Burghardt, Allon G Percus, Kristina Lerman
arXiv preprint arXiv:2101.11056, 2021
Having a bad day? detecting the impact of atypical events using wearable sensors
Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan, Kristina Lerman
Social, Cultural, and Behavioral Modeling: 14th International Conference …, 2021
Identifying shifts in collective attention to topics on social media
Yuzi He, Ashwin Rao, Keith Burghardt, Kristina Lerman
Social, Cultural, and Behavioral Modeling: 14th International Conference …, 2021
The multilingual tedx corpus for speech recognition and translation
Elizabeth Salesky, Matthew Wiesner, Jacob Bremerman, Roldano Cattoni, Matteo Negri, Marco Turchi, Douglas W Oard, Matt Post
arXiv preprint arXiv:2102.01757, 2021
DEGREE: A data-efficient generation-based event extraction model
I Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction
Elizabeth Boschee
Proceedings of the 4th Workshop on Challenges and Applications of Automated …, 2021
Event extraction as natural language generation
I Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
Degree: A data-efficient generative event extraction model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
Can an Artificial Intelligence Online Engine Diagnose Migraine as well as a Headache Specialist using a Semi-Structured Interview? A Multi-Center, Cross-Sectional Study
R Cowan, A Rapoport, J Blythe, J Rothrick, K Knievel, A Peretz, E Ekpo, B Sanjanwala, Y Woldeamanuel
CEPHALALGIA 41 (1_ SUPPL), 280-280, 2021
A simple three-step approach for the automatic detection of exaggerated statements in health science news
Jasabanta Patro, Sabyasachee Baruah
Proceedings of the 16th Conference of the European Chapter of the …, 2021
Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures
Kenan Li, Katherine Sward, Huiyu Deng, John Morrison, Rima Habre, Meredith Franklin, Yao-Yi Chiang, Jose Luis Ambite, John P Wilson, Sandrah P Eckel
Scientific reports 11 (1), 24052, 2021
Secure neuroimaging analysis using federated learning with homomorphic encryption
Dimitris Stripelis, Hamza Saleem, Tanmay Ghai, Nikhil Dhinagar, Umang Gupta, Chrysovalantis Anastasiou, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M Thompson, Jose Luis Ambite
17th International Symposium on Medical Information Processing and Analysis …, 2021
NERO: a biomedical named-entity (recognition) ontology with a large, annotated corpus reveals meaningful associations through text embedding
Kanix Wang, Robert Stevens, Halima Alachram, Yu Li, Larisa Soldatova, Ross King, Sophia Ananiadou, Annika M Schoene, Maolin Li, Fenia Christopoulou, José Luis Ambite, Joel Matthew, Sahil Garg, Ulf Hermjakob, Daniel Marcu, Emily Sheng, Tim Beißbarth, Edgar Wingender, Aram Galstyan, Xin Gao, Brendan Chambers, Weidi Pan, Bohdan B Khomtchouk, James A Evans, Andrey Rzhetsky
NPJ systems biology and applications 7 (1), 38, 2021