Publications

This section contains publications published by ISI over the past several decades.

2024

Leveraging large language models to detect influence campaigns on social media

Luca Luceri, Eric Boniardi, Emilio Ferrara
Companion Proceedings of the ACM Web Conference 2024, 1459-1467,  2024

Automated claim matching with large language models: empowering fact-checkers in the fight against misinformation

Eun Cheol Choi, Emilio Ferrara
Companion proceedings of the ACM web conference 2024, 1441-1449,  2024

Susceptibility to unreliable information sources: Swift adoption with minimal exposure

Jinyi Ye, Luca Luceri, Julie Jiang, Emilio Ferrara
Proceedings of the ACM Web Conference 2024, 4674-4685,  2024

PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning

Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena Hwang, Xiang Lorraine Li, Hirona Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
International Conference on Learning Representations 2024, 5555-5585,  2024

Genome-Wide Analysis Elucidates the Roles of GhTIR1/AFB Genes Reveals the Function of Gh_D08G0763 (GhTIR1) in Cold Stress in G. hirsutum

Xianliang Zhang, Cuicui Wu, Yutao Guo, Xiang Ren, Yongming Meng, Qi Gao, Fei Zhang, Yaping Wang, Jinggong Guo
Plants 13 (8), 1152,  2024

Affective polarization and dynamics of information spread in online networks. npj Complexity, 1

Kristina Lerman, Dan Feldman, Zihao He, Ashwin Rao
Article 1 (1), 8,  2024

Cost-efficient prompt engineering for unsupervised entity resolution in the product matching domain

Navapat Nananukul, Khanin Sisaengsuwanchai, Mayank Kejriwal
Discover Artificial Intelligence 4 (1), 56,  2024

Spatial fairness: The case for its importance, limitations of existing work, and guidelines for future research

Nripsuta Ani Saxena, Abigail L Horn, Wenbin Zhang, Cyrus Shahabi
arXiv preprint arXiv:2403.14040,  2024

A Quantum Monte Carlo Algorithm for arbitrary spin-1/2 Hamiltonians

Arman Babakhani, Itay Hen, Lev Barash
APS March Meeting Abstracts 2024, W58. 007,  2024

Corrigendum: Using open-science workflow tools to produce SCEC CyberShake physics-based probabilistic seismic hazard models

Scott Callaghan, Philip J Maechling, Fabio Silva, Mei-Hui Su, Kevin R Milner, Robert W Graves, Kim B Olsen, Yifeng Cui, Karan Vahi, Albert Kottke, Christine A Goulet, Ewa Deelman, Thomas H Jordan, Yehuda Ben-Zion
Frontiers in High Performance Computing 2, 1497384,  2024

Aligning Language Models with Demonstrated Feedback

Omar Shaikh, Michelle S Lam, Joey Hejna, Yijia Shao, Hyundong Cho, Michael S Bernstein, Diyi Yang
arXiv preprint arXiv:2406.00888,  2024

Show, Don't Tell: Aligning Language Models with Demonstrated Feedback

Omar Shaikh, Michelle S Lam, Joey Hejna, Yijia Shao, Michael S Bernstein, Diyi Yang
CoRR,  2024

Workflows community summit 2024: future trends and challenges in scientific workflows

Rafael Ferreira da Silva, Deborah Bard, Kyle Chard, Ian Foster, Tom Gibbs, Carole Goble, William Godoy, Johan Gustafsson, Stephen Hudson, Shantenu Jha, Laila Los, Drew Paine, Fred Suter, Logan Ward, Sean Wilkinson, Marcos Amaris, Yadu Babuji, Jonathan Bader, Riccardo Balin, Daniel Balouek, Sarah Beecroft, Khalid Belhajjame, Rajat Bhattarai, Wes Brewer, Paul Brunk, Silvina Caino-Lores, Daniela Cassol, Jared Coleman, Taina Coleman, Iacopo Colonnelli, Pascal Elahi, Nour Elfaramawy, Wael Elwasif, Brian Etz, Thomas Fahringer, Wesley Ferreira, Rosa Filgueira, Jacob Fosso-Tande, Luiz Gadelha, Andy Gallo, Daniel Garijo, Yiannis Georgiou, Philipp Gritsch, Patricia Grubel, Amal Gueroudji, Quentin Guilloteau, Carlo Hamalainen, Lauren Huet, Kevin Hunter Kesling, Paula Iborra, Shiva Jahangiri, Jan Janssen, Joe Jordan, Sehrish Kanwal, Liliane Kunstmann, Fabian Lehmann, Ulf Leser, Chen Li, Peini Liu, Jakob Luettgau, Richard Lupat, Jose M Fernandez, Ketan Maheshwari, Tanu Malik, Jack Marquez, Motohiko Matsuda, Doriana Medic, Somayeh Mohammadi, Alberto Mulone, John-Luke Navarro, Kin Wai Ng, Klaus Noelp, Bruno Kinoshita, Ryan Prout, Michael Crusoe, Sashko Ristov, Stefan Robila, Daniel Rosendo, Billy Rowell, Jedrzej Rybicki, Hector Sanchez, Nishant Saurabh, Sumit Saurav, Tom Scogland, Dinindu Senanayake, Woong Shin, Raul Sirvent, Tyler Skluzacek, Barry Sly-Delgado, Abel Souza, Renan Santos Souza, Domenico Talia, Nathan Tallent, Lauritz Thamsen, Mikhail Titov, Benjamin Tovar, Karan Vahi, Eric Vardar-Irrgang, Edite Vartina, Yuandou Wang, Merridee Wouters, Qi Yu, Ziad Al Bkhetan, Mahnoor Zulfiqar
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak …,  2024

Cohort determination in natural language processing

R Gupta, J Dhamala, A Verma, Q Ye, MH Dabhi, SR Veeravanallur, ...
US Patent 12,112,752,  2024

Enabling reproducibility through the sphere research infrastructure

Jelena Mirkovic, Brian Kocoloski, David Balenson
Usenix,  2024

metadata to give the long tail of neuroimaging data a FAIR chance

Satya S Sahoo¹, Matthew D Turner, Lei Wang, Jose Luis Ambite, Abhishek Appaji, Arcot Rajasekar
Navigating the Landscape of FAIR Data Sharing and Reuse: Repositories …,  2024

H Chi, Denny Zhou, Swaroop Mishra, and Huaixiu Steven Zheng. 2024. Selfdiscover: Large language models self-compose reasoning structures

Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V Le
arXiv preprint arXiv:2402.03620,  2024

Integrating artificial intelligence (AI) into game development to elevate diverse gameplay elements.

Vasilka Chergarova, Mel Tomeo, Heidi Morgan, Sandra Andrade
Issues in Information Systems 25 (2),  2024

Learning Event Schema Temporally and Transmodally (LESTAT)

Marjorie Freedman, Alex Hedges, Yash Kankanampati, Jacob Lichtefeld, Jon May, Ralph Weischedel