Publications
This section contains publications published by ISI over the past several decades.
2023
What are Your Pronouns? Examining Gender Pronoun Usage on Twitter
Julie Jiang, Emily Chen, Luca Luceri, Goran Murić, Francesco Pierri, Ho-Chun Herbert Chang, Emilio Ferrara
Proceedings of the ICWSM Workshops, 2023
Zero-shot Meta-learning for Small-scale Data from Human Subjects
Julie Jiang, Kristina Lerman, Emilio Ferrara
ICHI 2023 - 11th IEEE International Conference on Healthcare Informatics, 2023
Tweets in Time of Conflict: A Public Dataset Tracking the Twitter Discourse on the War Between Ukraine and Russia
Emily Chen, Emilio Ferrara
ICWSM 2023 - 17th International AAAI Conference on Web and Social Media, 2023
Fairfed: Enabling Group Fairness in Federated Learning
Yahya H Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, Salman Avestimehr
AAAI 2023 - 37th AAAI Conference on Artificial Intelligence, 2023
ACQUIRED: A dataset for answering counterfactual questions in real-life videos
Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M Weischedel, Nanyun Peng
arXiv preprint arXiv:2311.01620, 2023
Remember what you did so you know what to do next
Manuel R Ciosici, Alex Hedges, Yash Kankanampati, Justin Martin, Marjorie Freedman, Ralph Weischedel
arXiv preprint arXiv:2311.01468, 2023
Preventing Information Removal and Nabbing Harmful Actors (piranha)
Marjorie Freedman, Genevieve Bartless
2023
Are you talking to [‘xem’] or [‘x’,‘em’]? On tokenization and addressing misgendering in LLMs with pronoun tokenization parity
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, Jwala Dhamala, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Yuval Pinter, Rahul Gupta
arXiv preprint arXiv:2312.11779, 2023
Jab: Joint adversarial prompting and belief augmentation
Ninareh Mehrabi, Palash Goyal, Anil Ramakrishna, Jwala Dhamala, Shalini Ghosh, Richard Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta
arXiv preprint arXiv:2311.09473, 2023
On the steerability of large language models toward data-driven personas
Junyi Li, Ninareh Mehrabi, Charith Peris, Palash Goyal, Kai-Wei Chang, Aram Galstyan, Richard Zemel, Rahul Gupta
NAACL'24, 2023
The first workshop on personalized generative ai@ cikm 2023: Personalization meets large language models
Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian McAuley, Aram Galstyan, Xiaohua Hu, Jie Yang
Proceedings of the 32nd ACM International Conference on Information and …, 2023
Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain
Elizabeth Haddad, Myrl G Marmarelis, Talia M Nir, Aram Galstyan, Greg Ver Steeg, Neda Jahanshad
International Workshop on Machine Learning in Clinical Neuroimaging, 91-101, 2023
Flirt: Feedback loop in-context red teaming
Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu, Shalini Ghosh, Richard Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta
arXiv preprint arXiv:2308.04265, 2023
Partial identification of dose responses with hidden confounders
Myrl G Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg
Uncertainty in Artificial Intelligence, 1368-1379, 2023
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
Abishek Komma, Nagesh Panyam Chandrasekarasastry, Timothy Leffel, Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas, Aram Galstyan
The 61st Annual Meeting Of The Association For Computational Linguistics …, 2023
Resolving ambiguities in text-to-image generative models
Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Rahul Gupta
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
“I’m fully who I am”: Towards centering transgender and non-binary voices to measure biases in open language generation
Anaelia Ovalle, Palash Goyal, Jwala Dhamala, Zachary Jaggers, Kai-Wei Chang, Aram Galstyan, Richard Zemel, Rahul Gupta
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
Multi-task knowledge enhancement for zero-shot and multi-domain recommendation in an AI assistant application
Elan Markowitz, Ziyan Jiang, Fan Yang, Xing Fan, Tony Chen, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2306.06302, 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
Umang Gupta, Aram Galstyan, Greg Ver Steeg
Findings of the Association for Computational Linguistics: ACL 2023, 2023
History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion
Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan
Findings of the Association for Computational Linguistics: ACL 2023, 2023