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
Publications

Process Knowledge-Infused Learning for Clinician-Friendly Explanations, Kaushik Roy, Yuxin Zi, Manas Gaur, Jinendra Malekar, Qi Zhang, Vignesh Narayanan, Amit Sheth
Publications

Neurosymbolic Artificial Intelligence (Why, What, and How), Amit Sheth, Kaushik Roy, Manas Gaur
Publications

IERL: Interpretable Ensemble Representation Learning - Combining CrowdSourced Knowledge and Distributed Semantic Representations, Yuxin Zi, Kaushik Roy, Vignesh Narayanan, Manas Gaur, Amit Sheth
Publications

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
Publications

L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models*, Aidin Shiri, Kaushik Roy, Amit Sheth, Manas Gaur
Publications

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
Publications

Tutorial: Neuro-symbolic AI for Mental Healthcare, Kaushik Roy, Usha Lokala, Manas Gaur, Amit Sheth
Publications

Reasoning Over Personalized Healthcare Knowledge Graph: A Case Study of Patients with Allergies and Symptoms, Amelie Gyrard, Utkarshani Jaimini, Manas Gaur, Saeedeh Shekharpour, Krishnaprasad Thirunarayan, Amit Sheth
Publications

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
Publications

Knowledge-Driven Drug-Use NamedEntity Recognition with Distant Supervision, Goonmeet Bajaj, Ugur Kursuncu, Manas Gaur, Usha Lokala, Ayaz Hyder, Srinivasan Parthasarathy, Amit Sheth
Publications

A Risk-Averse Mechanism for Suicidality Assessment on Social Media, Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur
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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
Publications

Knowledge-infused Reinforcement Learning, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
Publications

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
Publications

TDLR: Top (Semantic)-Down (Syntactic) Language Representation, Vipula Rawte, Megha Chakraborty, Kaushik Roy, Manas Gaur, Keyur Faldu, Prashant Kikani, Hemang Akbari, Amit Sheth
Publications

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
Publications

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

Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS, Manas Gaur, Vamsi Aribandi, Amanuel Alambo, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jonathan Beich, Jyotishman Pathak, Amit Sheth
Publications

Knowledge Infused Policy Gradients for Adaptive Pandemic Control, Kaushik Roy, Qi Zhang, Manas Gaur, Amit P. Sheth
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Semantics of the Black-Box: Can Knowledge Graphs Help Make Deep Learning Systems More Interpretable and Explainable?, Manas Gaur, Keyur Faldu, Amit Sheth
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Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits, Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth
Publications

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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DAO: An Ontology for Substance Use Epidemiology on Social Media and Dark Web, Usha Lokala, Raminta Daniulaityte, Francois Lamy, Manas Gaur, Krishnaprasad Thirunarayan, Ugur Kursuncu, Amit P. Sheth
Publications

Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning, Ugur Kursuncu, Manas Gaur, Amit Sheth
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Knowledge-infused Statistical Learning for Social Good, Kaushik Roy, Manas Gaur
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Explainable AI Using Knowledge Graphs, Manas Gaur, Ankit Desai, Keyur Faldu, Amit Sheth
Publications

ALONE: A Dataset for Toxic Behavior among Adolescents on Twitter, Thilini Wijesiriwardene, Hale Inan, Ugur Kursuncu, Manas Gaur, Valerie L. Shalin, Krishnaprasad Thirunarayan, Amit P. Sheth, I. Budak Arpinar
Publications

Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate, Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, Krishnaprasad Thirunarayan, Valerie Shalin, Dilshod Achilov, I. Budak Arpinar, Amit Sheth
Publications

Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention, Manas Gaur, Amanuel Alambo, Joy Prakash Sain, Ugur Kursuncu, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Amit Sheth, Randon S. Welton, Jyotishman Pathak
Publications

Empathi: An Ontology for Emergency Managing and Planning About Hazard Crisis, Manas Gaur, Saeedeh Shekarpour, Amelie Gyrard, Amit Sheth
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Question Answering for Suicide Risk Assessment Using Reddit, Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Krishnaprasad Thirunarayan, Amelie Gyrard, Amit Sheth, Randon S. Welton, Jyotishman Pathak
Publications

What's ur Type? Contextualized Classification of User Types in Marijuana-Related Communications Using Compositional Multiview Embedding, Ugur Kursuncu, Manas Gaur, Usha Lokala, Anurag Illendula, Krishnaprasad Thirunarayan, Raminta Daniulaityte, Amit Sheth, I. Budak Arpinar
Publications

Enhancing Crowd Wisdom Using Explainable Diversity Inferred from Social Media, Shreyansh Bhatt, Manas Gaur, Beth Bullemer, Valerie Shalin, Amit Sheth, Brandon Minnery
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Personalized Health Knowledge Graph, Amelie Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, Amit Sheth
Publications

"Let Me Tell You About Your Mental Health!": Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention, Manas Gaur, Ugur Kursuncu, Amanuel Alambo, Amit Sheth, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Jyotishman Pathak
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Predictive Analysis on Twitter: Techniques and Applications, Ugur Kursuncu, Manas Gaur, Usha Lokala, Krishnaprasad Thirunarayan, Amit Sheth, I. Budak Arpinar
Publications