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2025

YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image AlignmentAmitava Das 0001, Yaswanth Narsupalli, Gurpreet Singh, Vinija Jain, Vasu Sharma, Suranjana Trivedy, Aman Chadha, Amit P. Sheth. acl 2025: 23518-23598 [doi]

A Cross Attention Approach to Diagnostic Explainability Using Clinical Practice Guidelines for DepressionSumit Dalal, Deepa Tilwani, Manas Gaur, Sarika Jain 0001, Valerie L. Shalin, Amit P. Sheth. titb, 29(2):1333-1342, February 2025. [doi]

Building Multimodal Knowledge Graphs: Automation for Enterprise IntegrationRitvik Garimella, Hong Yung Yip, Revathy Venkataramanan, Amit P. Sheth. internet, 29(3):76-84, May - June 2025. [doi]

Cognitive manufacturing: definition and current trendsFadi El Kalach, Ibrahim Yousif, Thorsten Wuest, Amit P. Sheth, Ramy F. Harik. jim, 36(6):3695-3715, August 2025. [doi]

Pic2Prep: A Multimodal Conversational Agent for Cooking AssistanceRenjith Prasad Kaippilly Mana, Chathurang Shyalika, Revathy Venkataramanan, Darssan Eswaramoorthi, Amit P. Sheth. AAAI 2025: 29661-29663 [doi]

Composite AI With Custom, Compact, Neurosymbolic Models: The Emergent Enterprise Artificial Intelligence ParadigmAmit P. Sheth, Kaushik Roy 0009, Revathy Venkataramanan, Venkatesan Nadimuthu, Chathurangi Shyalika. internet, 29(2):37-49, March - April 2025. [doi]

NeuroSymbolic Knowledge-Grounded Planning and Reasoning in Artificial Intelligence SystemsAmit P. Sheth, Vedant Khandelwal, Kaushik Roy 0009, Vishal Pallagani, Megha Chakraborty. expert, 40(2):27-34, March - April 2025. [doi]

SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent ManufacturingChathurangi Shyalika, Renjith Prasad, Alaa T. Al Ghazo, Darssan Eswaramoorthi, Harleen Kaur, Sara Shree Muthuselvam, Amit P. Sheth. ieeecai 2025: 1-8 [doi]

SmartPilot: Agent-Based CoPilot for Intelligent ManufacturingChathurangi Shyalika, Renjith Prasad, Alaa T. Al Ghazo, Darssan Eswaramoorthi, Sara Shree Muthuselvam, Amit P. Sheth. ifaamas 2025: 3053-3055 [doi]

A Comprehensive Survey on Rare Event PredictionChathurangi Shyalika, Ruwan Wickramarachchi, Amit P. Sheth. ACM Comput. Surv., 57(3), March 2025. [doi]

NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly PipelinesChathurangi Shyalika, Renjith Prasad, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth. IJCAI 2025: 9330-9338 [doi]

Exo-SIR: an epidemiological model to analyze the impact of exogenous spread of infectionNirmal Kumar Sivaraman, Manas Gaur, Shivansh Baijal, Sakthi Balan Muthiah, Amit P. Sheth. ijdsa, 19(2):303-318, March 2025. [doi]

Dynamic Multimodal Process Knowledge Graphs: A Neurosymbolic Framework for Compositional ReasoningRevathy Venkataramanan, Chathurangi Shyalika, Amit P. Sheth. internet, 29(1):86-92, January - February 2025. [doi]

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced PromptingThilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Reddy Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru, Amit P. Sheth. COLING 2025: 3979-3996 [doi]

Cognitive Neurosymbolic Artificial Intelligence for Complex Decision-Making: Integrating Foundation Models, Cognitive Architectures, and KnowledgeYuxin Zi, Kaushik Roy 0009, Amit P. Sheth. expert, 40(3):16-22, May - June 2025. [doi]

2024

GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic ReviewsKaushik Roy 0009, Vedant Khandelwal, Valerie Vera, Harshul Surana, Heather Heckman, Amit P. Sheth. AAAI 2024: 23823-23825 [doi]

Causal Event Graph-Guided Language-based Spatiotemporal Question AnsweringKaushik Roy 0009, Alessandro Oltramari, Yuxin Zi, Chathurangi Shyalika, Vignesh Narayanan, Amit P. Sheth. aaaiss 2024: 227-233 [doi]

Grounding From an AI and Cognitive Science LensGoonmeet Bajaj, Valerie L. Shalin, Srinivasan Parthasarathy 0001, Amit P. Sheth. expert, 39(2):66-71, March - April 2024. [doi]

Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safetyManas Gaur, Amit P. Sheth. aim, 45(1):139-155, 2024. [doi]

Causal Knowledge Graph for Scene Understanding in Autnomous DrivingUtkarshani Jaimini, Cory A. Henson, Amit P. Sheth. semweb 2024: [doi]

Visual Causal Question and Answering with Knowledge Graph Link PredictionUtkarshani Jaimini, Cory A. Henson, Amit P. Sheth. semweb 2024: [doi]

Personalized Bayesian Inference for Explainable Healthcare Management and InterventionUtkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Robin Dawson, Amit P. Sheth. ichi 2024: 725-731 [doi]

Causal Neuro-Symbolic AI for Root Cause Analysis in Smart ManufacturingUtkarshani Jaimini, Cory A. Henson, Amit P. Sheth, Ramy F. Harik. semweb 2024: [doi]

Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic MethodsUtkarshani Jaimini, Cory A. Henson, Amit P. Sheth. expert, 39(3):13-19, May - June 2024. [doi]

A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19Vedant Khandelwal, Manas Gaur, Ugur Kursuncu, Valerie L. Shalin, Amit P. Sheth. bigdataconf 2024: 959-968 [doi]

On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS)Vishal Pallagani, Bharath C. Muppasani, Kaushik Roy 0009, Francesco Fabiano, Andrea Loreggia, Keerthiram Murugesan, Biplav Srivastava, Francesca Rossi 0001, Lior Horesh, Amit P. Sheth. icaps 2024: 432-444 [doi]

AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing PipelinesRenjith Prasad, Chathurangi Shyalika, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth. icmla 2024: 1720-1727 [doi]

Civilizing and Humanizing Artificial Intelligence in the Age of Large Language ModelsAmit P. Sheth, Kaushik Roy 0009, Hemant Purohit, Amitava Das. internet, 28(5):5-10, September - October 2024. [doi]

Neurosymbolic Value-Inspired Artificial Intelligence (Why, What, and How)Amit P. Sheth, Kaushik Roy. expert, 39(1):5-11, January - February 2024. [doi]

Neurosymbolic AI for Enhancing Instructability in Generative AIAmit P. Sheth, Vishal Pallagani, Kaushik Roy 0009. expert, 39(5):5-11, September - October 2024. [doi]

L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models✱Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur. comad 2024: 592-594 [doi]

Evaluating the Role of Data Enrichment Approaches towards Rare Event Analysis in ManufacturingChathurangi Shyalika, Ruwan Wickramarachchi, Fadi El Kalach, Ramy F. Harik, Amit P. Sheth. sensors, 24(15):5009, August 2024. [doi]

RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly PipelinesChathurangi Shyalika, Kaushik Roy 0009, Renjith Prasad, Fadi El Kalach, Yuxin Zi, Priya Mittal, Vignesh Narayanan, Ramy F. Harik, Amit P. Sheth. sensors, 24(10):3244, May 2024. [doi]

Neurosymbolic AI Approach to Attribution in Large Language ModelsDeepa Tilwani, Revathy Venkataramanan, Amit P. Sheth. expert, 39(6):10-17, November - December 2024. [doi]

Hi Model, generating "nice" instead of "good" is not as bad as generating "rice"! Towards Context and Semantic Infused Dialogue Generation Loss FunctionAbhisek Tiwari, Muhammed Sinan, Kaushik Roy 0009, Amit P. Sheth, Sriparna Saha 0001, Pushpak Bhattacharyya. pkdd 2024: 342-360 [doi]

Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimizationRevathy Venkataramanan, Aalap Tripathy, Tarun Kumar, Sergey Serebryakov, Annmary Justine, Arpit Shah, Suparna Bhattacharya, Martin Foltin, Paolo Faraboschi, Kaushik Roy 0001, Amit P. Sheth. fdata, 7, 2024. [doi]

Ki-Cook: clustering multimodal cooking representations through knowledge-infused learningRevathy Venkataramanan, Swati Padhee, Saini Rohan Rao, Ronak Kaoshik, Anirudh Sundara Rajan, Amit P. Sheth. fdata, 6, 2024. [doi]

A Benchmark Knowledge Graph of Driving Scenes for Knowledge Completion TasksRuwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. semweb 2024: [doi]

Knowledge Graphs of Driving Scenes to Empower the Emerging Capabilities of Neurosymbolic AIRuwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. internet, 28(6):62-67, November - December 2024. [doi]

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language ModelsThilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das. eacl 2024: 451-457 [doi]

The EMPWR Platform: Data and Knowledge-Driven Processes for the Knowledge Graph LifecycleHong Yung Yip, Amit P. Sheth. internet, 28(1):61-69, 2024. [doi]

Empowering Causal Machine Learning for Large-scale Manufacturing Pipelines with Knowledge GraphsYuxin Zi, Cory A. Henson, Amit P. Sheth. semweb 2024: [doi]

Exploring Alternative Approaches to Language Modeling for Learning from Data and KnowledgeYuxin Zi, Kaushik Roy 0009, Vignesh Narayanan, Amit P. Sheth. aaaiss 2024: 279-286 [doi]

2023

Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI)Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Shreya Gautam, Tanay Kumar, Krish Sharma, Niyar R. Barman, Chandan Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das. emnlp 2023: 2206-2239 [doi]

Tutorials at The Web Conference 2023Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton 0001, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo 0002, Torsten Hahmann, Jiawei Han 0001, Soyeon Caren Han, Estevam Hruschka, Liang Hu 0004, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi 0001, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung Hoang Le, Dongwon Lee 0001, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London 0001, Siqu Long, Hande Küçük-McGinty, Yu Meng 0001, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang 0020, Xikun Zhang 0002, Yongfeng Zhang, Yu Zhang 0044, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu 0001. WWW 2023: 648-658 [doi]

An Ontology Design Pattern for Representing CausalityUtkarshani Jaimini, Cory A. Henson, Amit P. Sheth. wop 2024: 31-42 [doi]

A Semantic Web Approach to Fault Tolerant Autonomous ManufacturingFadi El Kalach, Ruwan Wickramarachchi, Ramy F. Harik, Amit P. Sheth. expert, 38(1):69-75, January - February 2023. [doi]

Memotion 3: Dataset on sentiment and emotion analysis of codemixed Hindi-English MemesShreyash Mishra, S. Suryavardan, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar. defactify 2023: [doi]

Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish MemesShreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar. defactify 2023: [doi]

FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question AnsweringAnku Rani, S. M. Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty, Aman Chadha, Amit P. Sheth, Amitava Das. acl 2023: 10421-10440 [doi]

The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive RemediationsVipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das. emnlp 2023: 2541-2573 [doi]

Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health CaseKaushik Roy, Vedant Khandelwal, Raxit Goswami, Nathan Dolbir, Jinendra Malekar, Amit P. Sheth. AAAI 2023: 16479-16481 [doi]

Neurosymbolic Artificial Intelligence (Why, What, and How)Amit P. Sheth, Kaushik Roy, Manas Gaur. expert, 38(3):56-62, May - June 2023. [doi]

Findings of factify 2: multimodal fake news detectionS. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar. defactify 2023: [doi]

Factify 2: A multimodal fake news and satire news datasetS. Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar. defactify 2023: [doi]

Cook-Gen: Robust Generative Modeling of Cooking Actions from RecipesRevathy Venkataramanan, Kaushik Roy, Kanak Raj, Renjith Prasad, Yuxin Zi, Vignesh Narayanan, Amit P. Sheth. SMC 2023: 981-986 [doi]

Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and ExplainabilityRevathy Venkataramanan, Aalap Tripathy, Martin Foltin, Hong Yung Yip, Annmary Justine, Amit P. Sheth. internet, 27(1):81-88, January - February 2023. [doi]

CLUE-AD: A Context-Based Method for Labeling Unobserved Entities in Autonomous Driving DataRuwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. AAAI 2023: 16491-16493 [doi]

ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language ModelsThilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit P. Sheth, Amitava Das. acl 2023: 3534-3549 [doi]

Why Do We Need Neurosymbolic AI to Model Pragmatic Analogies?Thilini Wijesiriwardene, Amit P. Sheth, Valerie L. Shalin, Amitava Das. expert, 38(5):12-16, September - October 2023. [doi]

2022

Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese NetworksGoonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Amit P. Sheth, Srinivasan Parthasarathy 0001, Olivier Bodenreider. acl-insights 2022: 82-87 [doi]

Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AIManas Gaur, Kalpa Gunaratna, Shreyansh P. Bhatt, Amit P. Sheth. internet, 26(4):5-11, 2022. [doi]

CausalKG: Causal Knowledge Graph Explainability Using Interventional and Counterfactual ReasoningUtkarshani Jaimini, Amit P. Sheth. internet, 26(1):43-50, 2022. [doi]

iMetaverseKG: Industrial Metaverse Knowledge Graph to Promote Interoperability in Design and Engineering ApplicationsUtkarshani Jaimini, Tongtao Zhang, Georgia Olympia Brikis, Amit P. Sheth. internet, 26(6):59-67, 2022. [doi]

A Computational Approach to Understand Mental Health from Reddit: Knowledge-Aware Multitask Learning FrameworkUsha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty 0002, Md. Shad Akhtar, Maryam Panahiazar, Amit P. Sheth. icwsm 2022: 640-650 [doi]

FACTIFY: A Multi-Modal Fact Verification DatasetShreyash Mishra, Suryavardan S, Amrit Bhaskar, Parul Chopra, Aishwarya N. Reganti, Parth Patwa, Amitava Das, Tanmoy Chakraborty 0002, Amit P. Sheth, Asif Ekbal. AAAI 2022: [doi]

Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS MetathesaurusVinh Nguyen, Hong Yung Yip, Goonmeet Bajaj, Thilini Wijesiriwardene, Vishesh Javangula, Srinivasan Parthasarathy 0001, Amit P. Sheth, Olivier Bodenreider. WWW 2022: 1037-1046 [doi]

An Ontology for Cardiothoracic Surgical Education and Clinical Data AnalyticsMaryam Panahiazar, Yorick Chern, Ramon Riojas, Omar S. Latif, Usha Lokala, Dexter Hadley, Amit P. Sheth, Ramin E. Beygui. mie 2022: 407-408 [doi]

Findings of Memotion 2: Sentiment and Emotion Analysis of Memes (short paper)Parth Patwa, Sathyanarayanan Ramamoorthy, Nethra Gunti, Shreyash Mishra, Suryavardan S, Aishwarya N. Reganti, Amitava Das, Tanmoy Chakraborty 0002, Amit P. Sheth, Asif Ekbal, Chaitanya Ahuja. AAAI 2022: [doi]

Memotion 2: Dataset on Sentiment and Emotion Analysis of Memes (short paper)Sathyanarayanan Ramamoorthy, Nethra Gunti, Shreyash Mishra, Suryavardan S, Aishwarya N. Reganti, Parth Patwa, Amitava Das, Tanmoy Chakraborty 0002, Amit P. Sheth, Asif Ekbal, Chaitanya Ahuja. AAAI 2022: [doi]

ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistanceKaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit P. Sheth. fdata, 5, 2022. [doi]

Tutorial: Neuro-symbolic AI for Mental HealthcareKaushik Roy, Usha Lokala, Manas Gaur, Amit P. Sheth. aiml2 2022: [doi]

Defining and detecting toxicity on social media: context and knowledge are keyAmit P. Sheth, Valerie L. Shalin, Ugur Kursuncu. ijon, 490:312-318, 2022. [doi]

Process Knowledge-Infused AI: Toward User-Level Explainability, Interpretability, and SafetyAmit P. Sheth, Manas Gaur, Kaushik Roy, Revathy Venkataramanan, Vedant Khandelwal. internet, 26(5):76-84, 2022. [doi]

Knowledge-Based Entity Prediction for Improved Machine Perception in Autonomous SystemsRuwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. expert, 37(5):42-49, 2022. [doi]

Towards efficient scoring of student-generated long-form analogies in STEMThilini Wijesiriwardene, Ruwan Wickramarachchi, Valerie L. Shalin, Amit P. Sheth. iccbr 2023: 89-103 [doi]

2021

Designing Children's New Learning Partner: Collaborative Artificial Intelligence for Learning to Solve the Rubik's CubeForest Agostinelli, Mihir Mavalankar, Vedant Khandelwal, Hengtao Tang, Dezhi Wu, Barnett Berry, Biplav Srivastava, Amit P. Sheth, Matthew Irvin. acmidc 2021: 610-614 [doi]

Cognitive Digital Twins for Smart ManufacturingMuhammad Intizar Ali, Pankesh Patel, John G. Breslin, Ramy F. Harik, Amit P. Sheth. expert, 36(2):96-100, 2021. [doi]

Knowledge-Driven Drug-Use NamedEntity Recognition with Distant SupervisionGoonmeet Bajaj, Ugur Kursuncu, Manas Gaur, Usha Lokala, Ayaz Hyder, Srinivasan Parthasarathy 0001, Amit P. Sheth. medinfo 2022: 140-144 [doi]

Semantics of the Black-Box: Can Knowledge Graphs Help Make Deep Learning Systems More Interpretable and Explainable?Manas Gaur, Keyur Faldu, Amit P. Sheth. internet, 25(1):51-59, 2021. [doi]

"Who can help me?": Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on RedditManas Gaur, Kaushik Roy, Aditya Sharma, Biplav Srivastava, Amit P. Sheth. ichi 2021: 265-269 [doi]

Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering StrategiesUgur Kursuncu, Jeremy Blackburn, Yelena Mejova, Megan Squire, Amit P. Sheth. icwsm 2021: [doi]

When the Bad is Good and the Good is Bad: Understanding Cyber Social Health Through Online Behavioral ChangeUgur Kursuncu, Hemant Purohit, Nitin Agarwal, Amit P. Sheth. internet, 25(1):6-11, 2021. [doi]

When the Bad Is Good and the Good Is Bad: Understanding Cyber Social Health Through Online Behavioral ChangeUgur Kursuncu, Hemant Purohit, Nitin Agarwal, Amit P. Sheth. internet, 25(2):46-47, 2021. [doi]

"Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited SupervisionKaushik Roy, Usha Lokala, Vedant Khandelwal, Amit P. Sheth. aaaiss 2021: [doi]

Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational BanditsKaushik Roy, Qi Zhang, Manas Gaur, Amit P. Sheth. pkdd 2021: 35-50 [doi]

Knowledge Infused Policy Gradients for Adaptive Pandemic ControlKaushik Roy, Qi Zhang, Manas Gaur, Amit P. Sheth. aaaiss 2021: [doi]

The Duality of Data and Knowledge Across the Three Waves of AIAmit P. Sheth, Krishnaprasad Thirunarayan. itpro, 23(3):35-45, 2021. [doi]

Knowledge-Intensive Language Understanding for Explainable AIAmit P. Sheth, Manas Gaur, Kaushik Roy, Keyur Faldu. internet, 25(5):19-24, 2021. [doi]

Knowledge-infused Learning for Entity Prediction in Driving ScenesRuwan Wickramarachchi, Cory Henson, Amit P. Sheth. fdata, 4:759110, 2021. [doi]

Towards Semantic Integration of Machine Vision Systems to Aid Manufacturing Event UnderstandingKaishu Xia, Clint Saidy, Max Kirkpatrick, Noble Anumbe, Amit P. Sheth, Ramy F. Harik. sensors, 21(13):4276, 2021. [doi]

2020

Knowledge Graph Semantic Enhancement of Input Data for Improving AIShreyansh P. Bhatt, Amit P. Sheth, Valerie L. Shalin, Jinjin Zhao. internet, 24(2):66-72, 2020. [doi]

eDarkFind: Unsupervised Multi-view Learning for Sybil Account DetectionRamnath Kumar, Shweta Yadav, Raminta Daniulaityte, Francois R. Lamy, Krishnaprasad Thirunarayan, Usha Lokala, Amit P. Sheth. WWW 2020: 1955-1965 [doi]

Cyber Social Threats 2020 Workshop Meta-report: COVID-19, Challenges, Methodological and Ethical ConsiderationsUgur Kursuncu, Yelena Mejova, Jeremy Blackburn, Amit P. Sheth. icwsm 2020: [doi]

Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep LearningUgur Kursuncu, Manas Gaur, Amit P. Sheth. aaaiss 2020: [doi]

Knowledge Graphs to Empower Humanity-Inspired AI SystemsHemant Purohit, Valerie L. Shalin, Amit P. Sheth. internet, 24(4):48-54, 2020. [doi]

An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and PracticeRuwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. aaaiss 2020: [doi]

Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning FrameworkShweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit P. Sheth, Jeremiah Schumm. COLING 2020: 696-709 [doi]

Medical Knowledge-enriched Textual Entailment FrameworkShweta Yadav, Vishal Pallagani, Amit P. Sheth. COLING 2020: 1795-1801 [doi]

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