Publications
This section contains publications published by ISI over the past several decades.
2023
Anger breeds controversy: analyzing controversy and emotions on reddit
Kai Chen, Zihao He, Rong-Ching Chang, Jonathan May, Kristina Lerman
International conference on social computing, behavioral-cultural modeling …, 2023
A data fusion framework for multi-domain morality learning
Siyi Guo, Negar Mokhberian, Kristina Lerman
Proceedings of the International AAAI Conference on Web and Social Media 17 …, 2023
# RoeOverturned: Twitter dataset on the abortion rights controversy
Rong-Ching Chang, Ashwin Rao, Qiankun Zhong, Magdalena Wojcieszak, Kristina Lerman
Proceedings of the International AAAI Conference on Web and Social Media 17 …, 2023
Radicalized by Thinness: Using a Model of Radicalization to Understand Pro-Anorexia Communities on Twitter
Kristina Lerman, Aryan Karnati, Shuchan Zhou, Siyi Chen, Sudesh Kumar, Zihao He, Joanna Yau, Abigail Horn
arXiv preprint arXiv:2305.11316, 2023
Clique densification in networks
Haochen Pi, Keith Burghardt, Allon G Percus, Kristina Lerman
Physical Review E 107 (4), L042301, 2023
Data-driven estimation of heterogeneous treatment effects
Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva
arXiv preprint arXiv:2301.06615, 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning
Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri
ACL 2024, 2023
Tracking the newsworthiness of public documents
Alexander Spangher, Emilio Ferrara, Ben Welsh, Nanyun Peng, Serdar Tumgoren, Jonathan May
arXiv preprint arXiv:2311.09734, 2023
1 University of California, Davis, CA, USA rocchang@ ucdavis. edu 2 USC Information Sciences Institute, Marina del Rey, CA, USA {jonmay, lerman}@ isi. edu
Rong-Ching Chang¹, Jonathan May
Social, Cultural, and Behavioral Modeling: 16th International Conference …, 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning
Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
arXiv preprint arXiv:2309.08185, 2023
Winoqueer: A community-in-the-loop benchmark for anti-lgbtq+ bias in large language models
Virginia K Felkner, Ho-Chun Herbert Chang, Eugene Jang, Jonathan May
arXiv preprint arXiv:2306.15087, 2023
Bridging the gap between native text and translated text through adversarial learning: A case study on cross-lingual event extraction
Pengfei Yu, Jonathan May, Heng Ji
Findings of the Association for Computational Linguistics: EACL 2023, 754-769, 2023
Blend and Match: Distilling semantic search models with different inductive biases and model architectures
Hamed Bonab, Ashutosh Joshi, Ravi Bhatia, Ankit Gandhi, Vijay Huddar, Juhi Naik, Mutasem Al-Darabsah, Choon Hui Teo, Jonathan May, Tarun Agarwal, Vaclav Petricek
Companion Proceedings of the ACM Web Conference 2023, 869-877, 2023
Scalable Conversational Moderation: Promoting Constructive Dialogue Online
HYUNDONG CHO, SHUAI LIU, DARPAN JAIN, BASEM RIZK, YUYANG HUANG, ZIXUN LU, NUAN WEN, JONATHAN GRATCH, EMILIO FERRERA, JONATHAN MAY
2023
Flow-Bench: A dataset for computational workflow anomaly detection
George Papadimitriou, Hongwei Jin, Cong Wang, Rajiv Mayani, Krishnan Raghavan, Anirban Mandal, Prasanna Balaprakash, Ewa Deelman
arXiv preprint arXiv:2306.09930, 2023
Leader: Defense Against Exploit-Based Denial-of-Service Attacks on Web Applications
Rajat Tandon, Haoda Wang, Nicolaas Weideman, Shushan Arakelyan, Genevieve Bartlett, Christophe Hauser, Jelena Mirkovic
Proceedings of the 26th International Symposium on Research in Attacks …, 2023
Prediction of network events via rule set representations of machine learning models
Y Kanza, B Krishnamurthy, S Ramanathan, M Yu, J Mirkovic
US Patent 11,669,751, 2023
Practical intent-driven routing configuration synthesis
Sivaramakrishnan Ramanathan, Ying Zhang, Mohab Gawish, Yogesh Mundada, Zhaodong Wang, Sangki Yun, Eric Lippert, Walid Taha, Minlan Yu, Jelena Mirkovic
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023
Capturing perspectives of crowdsourced annotators in subjective learning tasks
Negar Mokhberian, Myrl G Marmarelis, Frederic R Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
arXiv preprint arXiv:2311.09743, 2023
Measuring Online Emotional Reactions to Events
Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, Jeffrey Brantingham, Kristina Lerman
Proceedings of the International Conference on Advances in Social Networks …, 2023