Publications
This section contains publications published by ISI over the past several decades.
2022
PREP-UC: A Practical Replicated Persistent Universal Construction
Gaetano C Coccimiglio, Trevor A Brown, Srivatsan Ravi
Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and …, 2022
Does Wikidata Support Analogical Reasoning?
Filip Ilievski, Jay Pujara, Kartik Shenoy
Iberoamerican Knowledge Graphs and Semantic Web Conference, 178-191, 2022
Gendered citation patterns among the scientific elite
Kristina Lerman, Yulin Yu, Fred Morstatter, Jay Pujara
Proceedings of the National Academy of Sciences 119 (40), e2206070119, 2022
Assessing Scientific Research Papers with Knowledge Graphs
Kexuan Sun, Zhiqiang Qiu, Abel Salinas, Yuzhong Huang, Dong-Ho Lee, Daniel Benjamin, Fred Morstatter, Xiang Ren, Kristina Lerman, Jay Pujara
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
Understanding Narratives through Dimensions of Analogy
Thiloshon Nagarajah, Filip Ilievski, Jay Pujara
arXiv preprint arXiv:2206.07167, 2022
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
Evaluating Machine Common Sense via Cloze Testing
Ehsan Qasemi, Lee Kezar, Jay Pujara, Pedro Szekely
arXiv preprint arXiv:2201.07902, 2022
Visual sudoku puzzle classification: A suite of collective neuro-symbolic tasks
Eriq Augustine, Connor Pryor, Charles Dickens, Jay Pujara, William Yang Wang, Lise Getoor
International Workshop on Neural-Symbolic Learning and Reasoning, 2022
FETA: A benchmark for few-sample task transfer in open-domain dialogue
Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi, Connor Pryor, Luke Yoffe, Deepak Ramachandran, Lise Getoor, Jay Pujara, William Yang Wang
Empirical Methods in Natural Language Processing, 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer
Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
Association for Computational Linguistics 1, 2022
Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
Dong-Ho Lee, Mahak Agarwal, Akshen Kadakia, Jay Pujara, Xiang Ren
Association for Computational Linguistics 1, 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