Publications
This section contains publications published by ISI over the past several decades.
2023
AMPERE: AMR-aware prefix for generation-based event argument extraction model
I Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng
arXiv preprint arXiv:2305.16734, 2023
DeepMaven: Deep question answering on long-distance movie/TV show videos with multimedia knowledge extraction and synthesis
Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan
Proceedings of the 17th Conference of the European Chapter of the …, 2023
Spoken language understanding models
A Kumar, AK Ramakrishna, S Venkatapathy, R Gupta, S Ananthakrishnan, ...
US Patent 11,574,637, 2023
TrainFors: A large benchmark training dataset for image manipulation detection and localization
Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
Proceedings of the IEEE/CVF International Conference on Computer Vision, 403-414, 2023
Explainable Severity ranking via pairwise n-hidden comparison: a case study of glaucoma
Hong Nguyen, Cuong V Nguyen, Shrikanth Narayanan, Benjamin Y Xu, Michael Pazzani
arXiv preprint arXiv:2312.02541, 2023
Domain adaptation for sentiment analysis using robust internal representations
Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan, Aram Galstyan
Findings of the Association for Computational Linguistics: EMNLP 2023, 11484 …, 2023
Clinical note section classification on doctor-patient conversations in low-resourced settings
Zhuohao Chen, Jangwon Kim, Yang Liu, Shrikanth Narayanan
Proceedings of the Third Workshop on NLP for Medical Conversations, 1-12, 2023
SEAR: Semantically-grounded Audio Representations
Rajat Hebbar, Digbalay Bose, Shrikanth Narayanan
Proceedings of the 31st ACM International Conference on Multimedia, 2785-2794, 2023
MM-AU: Towards multimodal understanding of advertisement videos
Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan
Proceedings of the 31st ACM International Conference on Multimedia, 86-95, 2023
Behavioral Audio Signal Processing in Mobile Sensing Research
Rajat Hebbar, Arindam Jati, Tiantian Feng, Ramon Reyes, Alexander F Danvers, Matthias R Mehl, Shrikanth S Narayanan
Mobile Sensing in Psychology: Methods and Applications, 258, 2023
Linguistic analysis of differences in portrayal of movie characters
S Narayanan, VM Palacios, A Ramakrishna, K Somandepalli, ...
US Patent 11,775,765, 2023
Intra-Operative Radiotherapy (IORT) in Breast Conserving Therapy in Early-Stage Breast Cancer and DCIS
A Suen, HT Pham, K Suen, S Narayanan, G Song, AB Post, P Mitsuyama, D Wechter, Q Le, J Grumley, N Robinson, M O'Malley, J Lavigne, L Stevens, V Youn, MS Yao
International Journal of Radiation Oncology, Biology, Physics 117 (2), e209, 2023
Data Driven Approach to Exactrac Setup Parameters after CBCT for Cranial Radiotherapy
S Narayanan, J Manino, A Suen, HT Pham
International Journal of Radiation Oncology, Biology, Physics 117 (2), e700-e701, 2023
Fedaiot: A federated learning benchmark for artificial intelligence of things
Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran Somasundaram, Shrikanth S Narayanan, Salman Avestimehr, Mi Zhang
arXiv preprint arXiv:2310.00109, 2023
Context unlocks emotions: Text-based emotion classification dataset auditing with large language models
Daniel Yang, Aditya Kommineni, Mohammad Alshehri, Nilamadhab Mohanty, Vedant Modi, Jonathan Gratch, Shrikanth Narayanan
2023 11th International Conference on Affective Computing and Intelligent …, 2023
Peft-ser: On the use of parameter efficient transfer learning approaches for speech emotion recognition using pre-trained speech models
Tiantian Feng, Shrikanth Narayanan
2023 11th International Conference on Affective Computing and Intelligent …, 2023
Fedmultimodal: A benchmark for multimodal federated learning
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
SocialBit: protocol for a prospective observational study to validate a wearable social sensor for stroke survivors with diverse neurological abilities
Kelly White, Samuel Tate, Ross Zafonte, Shrikanth Narayanan, Matthias R Mehl, Min Shin, Amar Dhand
BMJ open 13 (8), e076297, 2023
Robust self supervised speech embeddings for child-adult classification in interactions involving children with autism
Rimita Lahiri, Tiantian Feng, Rajat Hebbar, Catherine Lord, So Hyun Kim, Shrikanth Narayanan
arXiv preprint arXiv:2307.16398, 2023
Multimodal neuroimaging data from a 5-week heart rate variability biofeedback randomized clinical trial
Hyun Joo Yoo, Kaoru Nashiro, Jungwon Min, Christine Cho, Noah Mercer, Shelby L Bachman, Padideh Nasseri, Shubir Dutt, Shai Porat, Paul Choi, Yong Zhang, Vardui Grigoryan, Tiantian Feng, Julian F Thayer, Paul Lehrer, Catie Chang, Jeffrey A Stanley, Elizabeth Head, Jeremy Rouanet, Vasilis Z Marmarelis, Shrikanth Narayanan, Jessica Wisnowski, Daniel A Nation, Mara Mather
Scientific Data 10 (1), 503, 2023