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KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts


Oct 09, 2022
Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Amit Sheth

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Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa


Jun 18, 2022
Tarun Garg, Kaushik Roy, Amit Sheth

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MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems


Jun 02, 2022
Keyur Faldu, Amit Sheth, Prashant Kikani, Darshan Patel

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* 10 pages, 3 figures, 3 tables 

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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts


May 27, 2022
Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth

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Process Knowledge-infused Learning for Suicidality Assessment on Social Media


Apr 26, 2022
Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth

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Knowledge-based Entity Prediction for Improved Machine Perception in Autonomous Systems


Mar 30, 2022
Ruwan Wickramarachchi, Cory Henson, Amit Sheth

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* 6 pages, 4 figures 

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A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework


Mar 22, 2022
Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, Md Shad Akthar, Maryam Panahiazar, Amit Sheth

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CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning


Jan 06, 2022
Utkarshani Jaimini, Amit Sheth

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* IEEE Internet Computing, 26 (1), Jan-Feb 2022 

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Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems


Oct 29, 2021
Keyur Faldu, Amit Sheth, Prashant Kikani, Manas Gaur, Aditi Avasthi

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* 15 pages, 2 tables, 4 figures 

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Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus


Sep 14, 2021
Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Srinivasan Parthasarathy, Amit Sheth, Olivier Bodenreider

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