Publications
This section contains publications published by ISI over the past several decades.
2024
Knowledge-Powered Recommendation for an Improved Diet Water Footprint
Saurav Joshi, Filip Ilievski, Jay Pujara
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23805 …, 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
Yifan Jiang, Jiarui Zhang, Kexuan Sun, Zhivar Sourati, Kian Ahrabian, Kaixin Ma, Filip Ilievski, Jay Pujara
Neural Information Processing Systems: Datasets and Benchmarks, 2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models
Kian Ahrabian, Zhivar Sourati, Kexuan Sun, Jiarui Zhang, Yifan Jiang, Fred Morstatter, Jay Pujara
Conference on Language Modeling, 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models
Pegah Jandaghi, XiangHai Sheng, Xinyi Bai, Jay Pujara, Hakim Sidahmed
Findings of the Association for Computational Linguistics: ACL 2024, 2024
Managing Resources in a DoD Space-based Agile/DevSecOps Program
Michael Orosz
Acquisition Research Program, 2024
Defense Civilian Training Corps (DCTC) Integrated Curriculum and Development Pilot-0 Implementation
George P Korfiatis, Michael Orosz, Dinesh Verma
Acquisition Research Program, 2024
TextEE: Benchmark, reevaluation, reflections, and future challenges in event extraction
Kuan-Hao Huang, I Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji
Findings of the Association for Computational Linguistics ACL 2024, 12804-12825, 2024
Natural language processing
GS Thattai, Q Ping, F Niu, JJ Chengottusseriyil, P Rajagopal, Q Gao, ...
US Patent 11,978,437, 2024
Argument-Aware Approach To Event Linking
I Hsu, Zihan Xue, Nilay Pochh, Sahil Bansal, Premkumar Natarajan, Jayanth Srinivasa, Nanyun Peng
arXiv preprint arXiv:2403.15097, 2024
Alexa arena: A user-centric interactive platform for embodied ai
Qiaozi Gao, Govind Thattai, Suhaila Shakiah, Xiaofeng Gao, Shreyas Pansare, Vasu Sharma, Gaurav Sukhatme, Hangjie Shi, Bofei Yang, Desheng Zhang, Lucy Hu, Karthika Arumugam, Shui Hu, Matthew Wen, Dinakar Guthy, Shunan Chung, Rohan Khanna, Osman Ipek, Leslie Ball, Kate Bland, Heather Rocker, Michael Johnston, Reza Ghanadan, Dilek Hakkani-Tur, Prem Natarajan
Advances in Neural Information Processing Systems 36, 2024
Predictive deletion of user input
R Prasad, SNP Vitaladevuni, P Natarajan
US Patent App. 18/322,918, 2024
Character attribute extraction from movie scripts using llms
Sabyasachee Baruah, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Audio-visual child-adult speaker classification in dyadic interactions
Anfeng Xu, Kevin Huang, Tiantian Feng, Helen Tager-Flusberg, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization
Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Foundation model assisted automatic speech emotion recognition: Transcribing, annotating, and augmenting
Tiantian Feng, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Emotion-aligned contrastive learning between images and music
Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Trust-ser: On the trustworthiness of fine-tuning pre-trained speech embeddings for speech emotion recognition
Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
The strong pull of prior knowledge in large language models and its impact on emotion recognition
Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
arXiv preprint arXiv:2403.17125, 2024
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data
Alice Baird, Rachel Manzelli, Panagiotis Tzirakis, Chris Gagne, Haoqi Li, Sadie Allen, Sander Dieleman, Brian Kulis, Shrikanth S Narayanan, Alan Cowen
arXiv preprint arXiv:2403.14048, 2024
Knowledge-guided eeg representation learning
Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan
arXiv preprint arXiv:2403.03222, 2024