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Representing Inferences and their Lexicalization



David McDonald , James Pustejovsky

* Advances in Cognitive Systems 3 (2014) 143-162 
* 20 pages, 1 figure 

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Designing Multimodal Datasets for NLP Challenges



James Pustejovsky , Eben Holderness , Jingxuan Tu , Parker Glenn , Kyeongmin Rim , Kelley Lynch , Richard Brutti


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Neurosymbolic AI for Situated Language Understanding



Nikhil Krishnaswamy , James Pustejovsky

* 18 pages + refs, 16 figures, presented at the 8th Annual Conference on Advances in Cognitive Systems (ACS), 2020 

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Situated Multimodal Control of a Mobile Robot: Navigation through a Virtual Environment



Katherine Krajovic , Nikhil Krishnaswamy , Nathaniel J. Dimick , R. Pito Salas , James Pustejovsky

* 4 pages, 1 table, 4 figures, proceedings of RoboDIAL special session a SigDIAL 2020 

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COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation



Qingyun Wang , Manling Li , Xuan Wang , Nikolaus Parulian , Guangxing Han , Jiawei Ma , Jingxuan Tu , Ying Lin , Haoran Zhang , Weili Liu , Aabhas Chauhan , Yingjun Guan , Bangzheng Li , Ruisong Li , Xiangchen Song , Heng Ji , Jiawei Han , Shih-Fu Chang , James Pustejovsky , Jasmine Rah , David Liem , Ahmed Elsayed , Martha Palmer , Clare Voss , Cynthia Schneider , Boyan Onyshkevych

* 11 pages, submitted to ACL 2020 Workshop on Natural Language Processing for COVID-19 (NLP-COVID), for resources see http://blender.cs.illinois.edu/covid19/ 

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Exploration and Discovery of the COVID-19 Literature through Semantic Visualization



Jingxuan Tu , Marc Verhagen , Brent Cochran , James Pustejovsky


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A Formal Analysis of Multimodal Referring Strategies Under Common Ground



Nikhil Krishnaswamy , James Pustejovsky

* 9 pages (incl refs), 7 figures, 3 tables, proceedings of LREC 2020 (postponed due to COVID-19) 

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Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction



Elena Alvarez-Mellado , Eben Holderness , Nicholas Miller , Fyonn Dhang , Philip Cawkwell , Kirsten Bolton , James Pustejovsky , Mei-Hua Hall

* LOUHI @ EMNLP 2019 

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Multimodal Continuation-style Architectures for Human-Robot Interaction



Nikhil Krishnaswamy , James Pustejovsky

* Advances in Cognitive Systems Cognitive Vision Workshop (2019), 8 pages, 5 figures 

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