Publications
This section contains publications published by ISI over the past several decades.
2024
Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames
Keith Burghardt, Kai Chen, Kristina Lerman
arXiv preprint arXiv:2405.03688, 2024
Machine Learning Insights Into Eating Disorder Twitter Communities
Hsien-Te Kao, Isabel Erickson, Minh Duc Hoang Chu, Zihao He, Kristina Lerman, Svitlana Volkova
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
Somer: Multi-view user representation learning for social media
Siyi Guo, Keith Burghardt, Valeria Pantè, Kristina Lerman
arXiv preprint arXiv:2405.05275, 2024
Evaluating resilience of urban lifelines against flooding in China using social media data
Jiale Qian, Yunyan Du, Fuyuan Liang, Jiawei Yi, Nan Wang, Wenna Tu, Sheng Huang, Tao Pei, Ting Ma, Keith Burghardt, Kristina Lerman
International Journal of Disaster Risk Reduction 106, 104453, 2024
Analyzing urban scaling laws in the United States over 115 years
Keith Burghardt, Johannes H Uhl, Kristina Lerman, Stefan Leyk
Environment and Planning B: Urban Analytics and City Science, 23998083241240099, 2024
Dynamics of Affective Polarization: From Consensus to Partisan Divides
Buddhika Nettasinghe, Allon G Percus, Kristina Lerman
arXiv preprint arXiv:2403.16940, 2024
Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations
Abhishek Anand, Negar Mokhberian, Prathyusha Naresh Kumar, Anweasha Saha, Zihao He, Ashwin Rao, Fred Morstatter, Kristina Lerman
arXiv preprint arXiv:2403.04085, 2024
How Susceptible are Large Language Models to Ideological Manipulation?
Kai Chen, Zihao He, Jun Yan, Taiwei Shi, Kristina Lerman
arXiv preprint arXiv:2402.11725, 2024
Whose Emotions and Moral Sentiments Do Language Models Reflect?
Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
arXiv preprint arXiv:2402.11114, 2024
Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities
Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman
Findings of the Association for Computational Linguistics: EACL 2024, 1523-1536, 2024
Non-conservative diffusion and its application to social network analysis
Rumi Ghosh, Kristina Lerman, Tawan Surachawala, Konstatin Voevodski, Shanghua Teng
Journal of Complex Networks 12 (1), cnae006, 2024
Characterizing online eating disorder communities with large language models
Minh Duc Chu, Aryan Karnati, Zihao He, Kristina Lerman
arXiv preprint arXiv:2401.09647, 2024
Style transfer with multi-iteration preference optimization
Shuai Liu, Jonathan May
arXiv preprint arXiv:2406.11581, 2024
Authorship Style Transfer with Policy Optimization
Shuai Liu, Shantanu Agarwal, Jonathan May
Proceedings of the 1st Workshop on Customizable NLP: Progress and Challenges …, 2024
Online search is more likely to lead youth to validate true news than to refute false ones
Azza Bouleimen, Luca Luceri, Felipe Cardoso, Luca Botturi, Martin Hermida, Loredana Addimando, Chiara Beretta, Marzia Galloni, Silvia Giordano
Biases in Toxicity Detection Models
Gianluca Nogara, Francesco Pierri, Stefano Cresci, Luca Luceri, Petter Törnberg, Silvia Giordano
Perspective, 2024
Labeled Datasets for Research on Information Operations
Ozgur Can Seckin, Manita Pote, Alexander Nwala, Lake Yin, Luca Luceri, Alessandro Flammini, Filippo Menczer
arXiv preprint arXiv:2411.10609, 2024
Auditing Political Exposure Bias: Algorithmic Amplification on Twitter/X Approaching the 2024 US Presidential Election
Jinyi Ye, Luca Luceri, Emilio Ferrara
arXiv preprint arXiv:2411.01852, 2024
Uncovering Coordinated Cross-Platform Information Operations Threatening the Integrity of the 2024 US Presidential Election Online Discussion
Marco Minici, Luca Luceri, Federico Cinus, Emilio Ferrara
First Monday, 2024
Unfiltered Conversations: A Dataset of 2024 US Presidential Election Discourse on Truth Social
Kashish Shah, Patrick Gerard, Luca Luceri, Emilio Ferrara
arXiv preprint arXiv:2411.01330, 2024