Causal Event Graph-Guided Language-based Spatiotemporal Question Answering, Kaushik Roy, Alessandro Oltramari, Yuxin Zi, Chathurangi Shyalika, Vignesh Narayanan, Amit Sheth
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Exploring Alternative Approaches to Language Modeling for Learning from Data and Knowledge, Yuxin Zi, Kaushik Roy, Vignesh Narayanan, Amit Sheth
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K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive Queries, Kanak Raj, Kaushik Roy, Vamshi Bonagiri, Priyanshul Govil, Krishnaprasad Thirunarayan, Raxit Goswami, Manas Gaur
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Neurosymbolic Value-Inspired AI (Why, What, and How), Amit Sheth, Kaushik Roy
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RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding, Yuxin Zi, Hariram Veeramani, Kaushik Roy, Amit Sheth
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GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews, Kaushik Roy, Vedant Khandelwal, Harshul Surana, Valerie Lookingbill, Amit Sheth, Heather Heckman
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Tutorial: Knowledge-infused Artificial Intelligence for Mental Healthcare, Kaushik Roy
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Process Knowledge-Infused Learning for Clinician-Friendly Explanations, Kaushik Roy, Yuxin Zi, Manas Gaur, Jinendra Malekar, Qi Zhang, Vignesh Narayanan, Amit Sheth
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Tutorial - Shodhguru Labs: Optimization and Hyperparameter Tuning for Neural Networks, Kaushik Roy
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Tutorial - Shodhguru Labs: Knowledge-infused Artificial Intelligence for Mental Healthcare, Kaushik Roy
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ACM web conference 2023, Usha Lokala, Kaushik Roy, Utkarshani Jaimini, Amit Sheth
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Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes, Revathy Venkataramanan, Kaushik Roy, Kanak Ray, Renjith Prasad, Yuxin Zi, Vignesh Narayanan, Amit Sheth
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Neurosymbolic Artificial Intelligence (Why, What, and How), Amit Sheth, Kaushik Roy, Manas Gaur
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Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case, Kaushik Roy, Vedant Khandelwal, Raxit Goswami, Nathan Dolbir, Jinendra Malekar, Amit Sheth
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IERL: Interpretable Ensemble Representation Learning - Combining CrowdSourced Knowledge and Distributed Semantic Representations, Yuxin Zi, Kaushik Roy, Vignesh Narayanan, Manas Gaur, Amit Sheth
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ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth
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L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models*, Aidin Shiri, Kaushik Roy, Amit Sheth, Manas Gaur
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Knowledge Graph Guided Semantic Evaluation of Language Models For User Trust, Kaushik Roy, Tarun Garg, Vedant Palit, Yuxin Zi, Vignesh Narayanan, Amit Sheth
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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts, Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth
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Tutorial: Neuro-symbolic AI for Mental Healthcare, Kaushik Roy, Usha Lokala, Manas Gaur, Amit Sheth
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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts, Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth
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Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa, Tarun Garg, Kaushik Roy, Amit Sheth
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ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Allen, Amit Sheth
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Knowledge-infused Reinforcement Learning, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
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WISE Causal Models: Wisdom Infused Semantics Enhanced Causal Models - A Study in Suicidality Diagnosis, Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Sanjay Chandrasekar, Amit Sheth
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TDLR: Top (Semantic)-Down (Syntactic) Language Representation, Vipula Rawte, Megha Chakraborty, Kaushik Roy, Manas Gaur, Keyur Faldu, Prashant Kikani, Hemang Akbari, Amit Sheth
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Process Knowledge-infused Learning for Suicidality Assessment on Social Media, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
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KSAT: Knowledge-infused Self Attention Transformer - Integrating Multiple Domain-Specific Contexts, Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Amit P. Sheth
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A CdZnTeSe Gamma Spectrometer Trained by Deep Convolutional Neural Network for Radioisotope Identification, Sandeep K. Chaudhuri, Joshua W. Kleppinger, Ritwik Nag, Kaushik Roy, Rojina Panta, Forest Agostinelli, Amit Sheth, Utpal N. Roy, Ralph B. James, Krishna C. Mandal
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Knowledge infused Natural Language understanding for Public Health, Epidemiology, and Substance Use, Usha Lokala, Manas Gaur, Kaushik Roy, Amit Sheth
Faculty Publications

Tutorial on Knowledge In - Wisdom Out - Explainable Data for AI in Cyber Social Threats and Public Health, Amit Sheth, Kaushik Roy, Manas Gaur, Usha Lokala
Faculty Publications

Knowledge Infused Policy Gradients for Adaptive Pandemic Control, Kaushik Roy, Qi Zhang, Manas Gaur, Amit P. Sheth
Publications

"Is depression related to cannabis?": A Knowledge-infused Model for Entity and Relation Extraction with Limited Supervision, Kaushik Roy, Usha Lokala, Vedant Khandelwal, Amit P. Sheth
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eDarkTrends: Harnessing Social Media Trends in Substance Use Disorders for Opioid Listings on Cryptomarket, Usha Lokala, Francois Lamy, Triyasha Ghosh Dastidar, Kaushik Roy, Raminta Daniulaityte, Srinivasan Parthasarathy, Amit Sheth
Faculty Publications

Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits, Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth
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NLP is Not Enough - Contextualization of User Input in Chatbots, Nathan Dolbir, Triyasha Dastidar, Kaushik Roy
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COVID-19 in Spain and India: Comparing Policy Implications by Analyzing Epidemiological and Social Media Data, Parth Asawa, Manas Gaur, Kaushik Roy, Amit P. Sheth
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Knowledge-infused Statistical Learning for Social Good, Kaushik Roy, Manas Gaur
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Relational Sequential Decision Making, Kaushik Roy
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