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



Keyur Faldu , Amit Sheth , Prashant Kikani , Darshan Patel

* 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



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



Kaushik Roy , Manas Gaur , Qi Zhang , Amit Sheth


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



Ruwan Wickramarachchi , Cory Henson , Amit Sheth

* 6 pages, 4 figures 

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



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



Utkarshani Jaimini , Amit Sheth

* 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



Keyur Faldu , Amit Sheth , Prashant Kikani , Manas Gaur , Aditi Avasthi

* 15 pages, 2 tables, 4 figures 

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



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


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Knowledge-intensive Language Understanding for Explainable AI



Amit Sheth , Manas Gaur , Kaushik Roy , Keyur Faldu

* To appear in IEEE Internet Computing, September/October 2021 Issue 

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