Publications
This section contains publications published by ISI over the past several decades.
2021
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2021
Representing Numbers in NLP: a Survey and a Vision
Avijit Thawani, Jay Pujara, Pedro A Szekely, Filip Ilievski
North American Chapter of the Association for Computational Linguistics …, 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources
Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan
Empirical Methods in Natural Language Processing, 2021
Learning cell embeddings for understanding table layouts
Majid Ghasemi-Gol, Jay Pujara, Pedro Szekely
Knowledge and Information Systems 63 (1), 39-64, 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
Pei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
WRT 1012: Global Positioning Systems–Mission Engineering and Integration of Emerging Technologies
Michael Orosz, J Evans, B Duffy, C Charlton, R Mitchell
SERC Report, Stevens Institute of Technology Systems Engineering Research …, 2021
Lifelong event detection with knowledge transfer
Pengfei Yu, Heng Ji, Prem Natarajan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
Keypoints-aware object detection
Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 62-72, 2021
Societal biases in language generation: Progress and challenges
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng
arXiv preprint arXiv:2105.04054, 2021
Personalized entity resolution with dynamic heterogeneous knowledge graph representations
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan
arXiv preprint arXiv:2104.02667, 2021
Meg: Multi-evidence gnn for multimodal semantic forensics
Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020 25th International Conference on Pattern Recognition (ICPR), 9804-9811, 2021
Discourse-level relation extraction via graph pooling
I Hsu, Xiao Guo, Premkumar Natarajan, Nanyun Peng
arXiv preprint arXiv:2101.00124, 2021
Learning better visual dialog agents with pretrained visual-linguistic representation
Tao Tu, Qing Ping, Govindarajan Thattai, Gokhan Tur, Prem Natarajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Style-aware normalized loss for improving arbitrary style transfer
Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Class-agnostic object detection
Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
Attribute inference attack of speech emotion recognition in federated learning settings
Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S Narayanan
arXiv preprint arXiv:2112.13416, 2021
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks
Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou
Computer Speech & Language 70, 101226, 2021
Feature fusion strategies for end-to-end evaluation of cognitive behavior therapy sessions
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A Creed, Zac E Imel, David C Atkins, Shrikanth Narayanan
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
Automated quality assessment of cognitive behavioral therapy sessions through highly contextualized language representations
Nikolaos Flemotomos, Victor R Martinez, Zhuohao Chen, Torrey A Creed, David C Atkins, Shrikanth Narayanan
PloS one 16 (10), e0258639, 2021