Publications
This section contains publications published by ISI over the past several decades.
2022
A metric space for point process excitations
Myrl G Marmarelis, Greg Ver Steeg, Aram Galstyan
Journal of Artificial Intelligence Research 73, 1323–1353-1323–1353, 2022
On the intrinsic and extrinsic fairness evaluation metrics for contextualized language representations
Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan
arXiv preprint arXiv:2203.13928, 2022
Mitigating gender bias in distilled language models via counterfactual role reversal
Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2203.12574, 2022
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations
Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng
ACL 2022, 2022
Learning under label noise for robust spoken language understanding systems
Anoop Kumar, Pankaj Sharma, Aravind Illa, Sriram Venkatapathy, Subhrangshu Nandi, Pritam Varma, Anurag Dwarakanath, Aram Galstyan
Failure modes of domain generalization algorithms
Tigran Galstyan, Hrayr Harutyunyan, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
From Fake News to #FakeNews: Mining Direct and Indirect Relationships among Hashtags for Fake News Detection
Xinyi Zhou, Reza Zafarani, Emilio Ferrara
arXiv preprint arXiv:2211.11113, 2022
Large-scale agent-based simulations of online social networks
Goran Murić, Alexey Tregubov, Jim Blythe, Andrés Abeliuk, Divya Choudhary, Kristina Lerman, Emilio Ferrara
Autonomous Agents and Multi-Agent Systems 36 (2), 38, 2022
TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit
Joanna C Yau, Benjamin Girault, Tiantian Feng, Karel Mundnich, Amrutha Nadarajan, Brandon M Booth, Emilio Ferrara, Kristina Lerman, Eric Hsieh, Shrikanth Narayanan
Scientific Data 9 (1), 536, 2022
Human decision makings on curriculum reinforcement learning with difficulty adjustment
Yilei Zeng, Jiali Duan, Yang Li, Emilio Ferrara, Lerrel Pinto, C-C Jay Kuo, Stefanos Nikolaidis
arXiv preprint arXiv:2208.02932, 2022
GCN-WP -- Semi-Supervised Graph Convolutional Networks for Win Prediction in Esports
Alexander J Bisberg, Emilio Ferrara
2022 IEEE Conference on Games (CoG), 449-456, 2022
The Gift That Keeps on Giving: Generosity is Contagious in Multiplayer Online Games
Alexander J Bisberg, Julie Jiang, Yilei Zeng, Emily Chen, Emilio Ferrara
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW ‘22), 1-22, 2022
Comparative analysis of social bots and humans during the COVID-19 pandemic
Ho-Chun Herbert Chang, Emilio Ferrara
Journal of Computational Social Science, 1409-1425, 2022
Extracting Fast and Slow: User-Action Embedding with Inter-temporal Information
Akira Matsui, Emilio Ferrara
arXiv preprint arXiv:2206.09535, 2022
Individual and collective performance deteriorate in a new team: A case study of cs: Go tournaments
Weiwei Zhang, Goran Muric, Emilio Ferrara
arXiv preprint arXiv:2205.09693, 2022
Charting the information and misinformation landscape to characterize misinfodemics on social media: COVID-19 infodemiology study at a planetary scale
Emily Chen, Julie Jiang, Ho-Chun Herbert Chang, Goran Muric, Emilio Ferrara
JMIR Infodemiology 2 (1), e32378, 2022
Botometer 101: Social bot practicum for computational social scientists
Kai-Cheng Yang, Emilio Ferrara, Filippo Menczer
Journal of computational social science 5, 1511-1528, 2022
Twitter Spam and False Accounts Prevalence, Detection and Characterization: A Survey
Emilio Ferrara
First Monday 27 (12), 2022
#JusticeForGeorgeFloyd: How Instagram Facilitated the 2020 Black Lives Matter Protests
Ho-Chun Herbert Chang, Allissa Richardson, Emilio Ferrara
Plos One 17 (12), e0277864, 2022
Towards winoqueer: Developing a benchmark for anti-queer bias in large language models
Virginia K Felkner, Ho-Chun Herbert Chang, Eugene Jang, Jonathan May
arXiv preprint arXiv:2206.11484, 2022