Publications
This section contains publications published by ISI over the past several decades.
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
ParaAMR: A large-scale syntactically diverse paraphrase dataset by AMR back-translation
Kuan-Hao Huang, Varun Iyer, I Hsu, Anoop Kumar, Kai-Wei Chang, Aram Galstyan
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Neal Lawton, Anoop Kumar, Govind Thattai, Aram Galstyan, Greg Ver Steeg
Findings of the Association for Computational Linguistics: ACL 2023, 2023
Graph meets LLM: A novel approach to collaborative filtering for robust conversational understanding
Zheng Chen, Ziyan Jiang, Fan Yang, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Aram Galstyan
arXiv preprint arXiv:2305.14449, 2023
Measuring and mitigating local instability in deep neural networks
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar, Aram Galstyan
arXiv preprint arXiv:2305.10625, 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
Incorporating Fairness in Large Scale NLU Systems
Rahul Gupta, Lisa Bauer, Kai-Wei Chang, Jwala Dhamala, Aram Galstyan, Palash Goyal, Qian Hu, Avni Khatri, Rohit Parimi, Charith Peris, Apurv Verma, Richard Zemel, Prem Natarajan
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions
Mohammad Rostami, Aram Galstyan
Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
An analysis of the effects of decoding algorithms on fairness in open-ended language generation
Jwala Dhamala, Varun Kumar, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
2022 IEEE Spoken Language Technology Workshop (SLT), 655-662, 2023
Online continual learning for progressive distribution shift (OCL-PDS): A practitioner’s perspective
Runtian Zhai, Stefan Schroedl, Aram Galstyan, Anoop Kumar, Greg Ver Steeg, Pradeep Natarajan
Zero-shot cross-lingual sequence tagging as Seq2Seq generation for joint intent classification and slot filling
Fei Wang, Kuan-Hao Huang, Anoop Kumar, Aram Galstyan, Greg Ver Steeg, Kai-Wei Chang
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