Publications
This section contains publications published by ISI over the past several decades.
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
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
Pandemic culture wars: Partisan differences in the moral language of covid-19 discussions
Ashwin Rao, Siyi Guo, Sze Yuh Nina Wang, Fred Morstatter, Kristina Lerman
2023 IEEE International Conference on Big Data (BigData), 413-422, 2023
Evaluating Resilience on Urban Lifelines in Response to Floods across China Using Social Media Data
Jiale Qian, Tao Pei, Keith Burghardt, Kristina Lerman
Tao and ma, ting and Burghardt, Keith and Lerman, Kristina, Evaluating …, 2023
Tracking a year of polarized twitter discourse on abortion
Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak
arXiv preprint arXiv:2311.16831, 2023
Inducing political bias allows language models anticipate partisan reactions to controversies
Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
arXiv preprint arXiv:2311.09687, 2023
Evaluating content exposure bias in social networks
Nathan Bartley, Keith Burghardt, Kristina Lerman
Proceedings of the International Conference on Advances in Social Networks …, 2023
Affective polarization in social networks
Dan Feldman, Ashwin Rao, Zihao He, Kristina Lerman
arXiv preprint arXiv:2310.18553, 2023
Feedback loops and complex dynamics of harmful speech in online discussions
Rong-Ching Chang, Jonathan May, Kristina Lerman
International Conference on Social Computing, Behavioral-Cultural Modeling …, 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
Can language model moderators improve the health of online discourse?
Hyundong Cho, Shuai Liu, Taiwei Shi, Darpan Jain, Basem Rizk, Yuyang Huang, Zixun Lu, Nuan Wen, Jonathan Gratch, Emilio Ferrara, Jonathan May
Proceedings of the 2024 Conference of the North American Chapter of the …, 2023
Max-isi system at wmt23 discourse-level literary translation task
Li An, Linghao Jin, Xuezhe Ma
Proceedings of the Eighth Conference on Machine Translation, 282-286, 2023
Challenges in context-aware neural machine translation
Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma
Proceedings of the 2023 conference on empirical methods in natural language …, 2023
Evaluating large language models on controlled generation tasks
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Proceedings of the 2021 conference on empirical methods in natural language …, 2023