Publications
This section contains publications published by ISI over the past several decades.
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
Audio and ASR-based filled pause detection
Aggelina Chatziagapi, Dimitris Sgouropoulos, Constantinos Karouzos, Thomas Melistas, Theodoros Giannakopoulos, Athanasios Katsamanis, Shrikanth Narayanan
2022 10th International Conference on Affective Computing and Intelligent …, 2022
Automating detection of papilledema in pediatric fundus images with explainable machine learning
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan
2022 IEEE International Conference on Image Processing (ICIP), 3973-3977, 2022
Expert-driven, technology-facilitated intervention system for improving interpersonal relationships
G Margolin, AC Ahle, MW Ahle, T Chaspari, SS Narayanan
US Patent App. 17/849,996, 2022
Unsupervised active speaker detection in media content using cross-modal information
Rahul Sharma, Shrikanth Narayanan
arXiv preprint arXiv:2209.11896, 2022
Multi-modal, Multi-task, Music BERT: A Context-Aware Music Encoder Based on Transformers
Timothy Greer, Xuan Shi, Benjamin Ma, Shrikanth Narayanan
Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol
Torrey A Creed, Leah Salama, Roisin Slevin, Michael Tanana, Zac Imel, Shrikanth Narayanan, David C Atkins
BMC health services research 22 (1), 1177, 2022
The 2022 far-field speaker verification challenge: Exploring domain mismatch and semi-supervised learning under the far-field scenario
Xiaoyi Qin, Ming Li, Hui Bu, Shrikanth Narayanan, Haizhou Li
arXiv preprint arXiv:2209.05273, 2022