Publications
This section contains publications published by ISI over the past several decades.
2022
Merging Agile/DevSecOps into the US DoD Space Acquisition Environment—A Multiple Case Study
Michael Orosz, Grant Spear, Brian Duffy, Craig Charlton
INSIGHT 25 (4), 96-99, 2022
Introducing agile/DevSecOps into the space acquisition environment
Brian Duffy Michael Orosz, Lieutenant Colonel Spear Craig Charlton
Monet: Multi-scale overlap network for duplication detection in biomedical images
Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2022 IEEE International Conference on Image Processing (ICIP), 3793-3797, 2022
Alexatm 20b: Few-shot learning using a large-scale multilingual seq2seq model
Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gokhan Tur, Prem Natarajan
arXiv preprint arXiv:2208.01448, 2022
TAGPRIME: A unified framework for relational structure extraction
I Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2205.12585, 2022
MASSIVE: A 1M-example multilingual natural language understanding dataset with 51 typologically-diverse languages
Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gokhan Tur, Prem Natarajan
arXiv preprint arXiv:2204.08582, 2022
Dialog management for multiple users
P Krishnan, A Mandal, N Strom, P Natarajan, A Rastrow, ...
US Patent App. 17/112,227, 2022
Multilingual generative language models for zero-shot cross-lingual event argument extraction
Kuan-Hao Huang, I Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2203.08308, 2022
A thousand words are worth more than a picture: Natural language-centric outside-knowledge visual question answering
Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu, Prem Natarajan
arXiv preprint arXiv:2201.05299, 2022
Alexa teacher model
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gokhan Tur, Prem Natarajan
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
Transform-retrieve-generate: Natural language-centric outside-knowledge visual question answering
Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu, Prem Natarajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
A simple and unified tagging model with priming for relational structure predictions
I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng
ArXiv, abs/2205.12585, 2022
Boys don’t cry (or kiss or dance): A computational linguistic lens into gendered actions in film
Victor R Martinez, Krishna Somandepalli, Shrikanth Narayanan
Plos one 17 (12), e0278604, 2022
Exploring workplace behaviors through speaking patterns using large-scale multimodal wearable recordings: A study of healthcare providers
Tiantian Feng, Shrikanth Narayanan
arXiv preprint arXiv:2212.09090, 2022
Cross modal video representations for weakly supervised active speaker localization
Rahul Sharma, Krishna Somandepalli, Shrikanth Narayanan
IEEE Transactions on Multimedia 25, 7825-7836, 2022
Effects of multilingualism on cognition among older Indian adults in the nationally representative LASI‐DAD study
Sarah Petrosyan, Miguel Arce Renteria, Jennifer J Manly, Shrikanth Narayanan, Jinkook Lee
Alzheimer's & Dementia 18, e065968, 2022
Automatic analysis of asymmetry in facial paralysis patients using landmark-based measures
Digbalay Bose, Krishna Somandepalli, Tymon Tai, Courtney Voelker, Shrikanth Narayanan, Amit Kochhar
Facial Plastic Surgery & Aesthetic Medicine 24 (6), 491-493, 2022
Phone duration modeling for speaker age estimation in children
Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan
The Journal of the Acoustical Society of America 152 (5), 3000-3009, 2022
Multimodal Estimation of Change Points of Physiological Arousal in Drivers
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
arXiv preprint arXiv:2210.15826, 2022
Leveraging open data and task augmentation to automated behavioral coding of psychotherapy conversations in low-resource scenarios
Zhuohao Chen, Nikolaos Flemotomos, Zac E Imel, David C Atkins, Shrikanth Narayanan
arXiv preprint arXiv:2210.14254, 2022