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Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits


Jun 25, 2021
Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth

* Accepted for publication in the research track at ECML-PKDD 2021 

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"Who can help me?": Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on Reddit


May 12, 2021
Manas Gaur, Kaushik Roy, Aditya Sharma, Biplav Srivastava, Amit Sheth


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The Duality of Data and Knowledge Across the Three Waves of AI


Apr 14, 2021
Amit Sheth, Krishnaprasad Thirunarayan

* IT Professional, 23 (3), April-May 2021 
* A version of this will appear as (cite as): IT Professional Magazine (special section to commemorate the 75th Anniversary of IEEE Computer Society), 23 (3) April-May 2021 

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KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding


Apr 09, 2021
Keyur Faldu, Amit Sheth, Prashant Kikani, Hemang Akabari

* 10 pages, 4 figures, 4 tables 

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Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS


Apr 09, 2021
Manas Gaur, Vamsi Aribandi, Amanuel Alambo, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jonanthan Beich, Jyotishman Pathak, Amit Sheth

* 24 Pages, 8 Tables, 6 Figures; Accepted by PLoS One ; One of the two mentioned Datasets in the manuscript has Closed Access. We will make it public after PLoS One produces the manuscript 

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eDarkTrends: Harnessing Social Media Trends in Substance use disorders for Opioid Listings on Cryptomarket


Mar 29, 2021
Usha Lokala, Francois Lamy, Triyasha Ghosh Dastidar, Kaushik Roy, Raminta Daniulaityte, Srinivasan Parthasarathy, Amit Sheth

* 6 pages, ICLR AI for Public Health Workshop 2021 

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The Inescapable Duality of Data and Knowledge


Mar 24, 2021
Amit Sheth, Krishnaprasad Thirunarayan

* A version of this will appear as (cite as): IT Professional Magazine (special section to commemorate the 75th Anniversary of IEEE Computer Society), April-May 2021 

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Knowledge Infused Policy Gradients for Adaptive Pandemic Control


Feb 11, 2021
Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth

* Accepted at AAAI-MAKE 2021 

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"Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited Supervision


Feb 01, 2021
Kaushik Roy, Usha Lokala, Vedant Khandelwal, Amit Sheth

* Accepted to AAAI-2021 Symposium 

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Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework


Nov 12, 2020
Shweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit Sheth, Jeremiah Schumm

* Accepted for publication in COLING 2020 

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Medical Knowledge-enriched Textual Entailment Framework


Nov 10, 2020
Shweta Yadav, Vishal Pallagani, Amit Sheth


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Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?


Nov 03, 2020
Manas Gaur, Keyur Faldu, Amit Sheth

* 6 pages + references, 4 figures, Accepted to IEEE internet computing 2020 

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"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware Attention Framework for Relationship Extraction


Sep 21, 2020
Shweta Yadav, Usha Lokala, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Francois Lamy, Amit Sheth


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Assessing the Severity of Health States based on Social Media Posts


Sep 21, 2020
Shweta Yadav, Joy Prakash Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya


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Knowledge Graph semantic enhancement of input data for improving AI


May 10, 2020
Shreyansh Bhatt, Amit Sheth, Valerie Shalin, Jinjin Zhao

* IEEE Internet Computing, 24(2), 66-72 (2020) 

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Knowledge Graphs and Knowledge Networks: The Story in Brief


Mar 07, 2020
Amit Sheth, Swati Padhee, Amelie Gyrard


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An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice


Feb 29, 2020
Ruwan Wickramarachchi, Cory Henson, Amit Sheth

* 11 pages, To appear in AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice (AAAI-MAKE 2020) 

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Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning


Dec 01, 2019
Ugur Kursuncu, Manas Gaur, Amit Sheth


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Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate


Aug 20, 2019
Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, K. Thirunarayan, Valerie Shalin, Dilshod Achilov, I. Budak Arpinar, Amit Sheth

* 22 pages 

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Multimodal Emotion Classification


Mar 13, 2019
Anurag Illendula, Amit Sheth

* Companion Proceedings of the 2019 World Wide Web Conference 
* Accepted at the 2nd Emoji Workshop co-located with The Web Conference 2019 

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Fusing Visual, Textual and Connectivity Clues for Studying Mental Health


Feb 19, 2019
Amir Hossein Yazdavar, Mohammad Saeid Mahdavinejad, Goonmeet Bajaj, William Romine, Amirhassan Monadjemi, Krishnaprasad Thirunarayan, Amit Sheth, Jyotishman Pathak


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Analyzing and learning the language for different types of harassment


Nov 01, 2018
Mohammadreza Rezvan, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit Sheth

* Submitted for PLOS ONE Journal 17 pages, 14 Figures 

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Principles for Developing a Knowledge Graph of Interlinked Events from News Headlines on Twitter


Aug 06, 2018
Saeedeh Shekarpour, Ankita Saxena, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit Sheth


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Leveraging Medical Sentiment to Understand Patients Health on Social Media


Jul 30, 2018
Shweta Yadav, Joy Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya


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Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts


Jul 26, 2018
Faisal Alshargi, Saeedeh Shekarpour, Tommaso Soru, Amit Sheth

* Working paper 

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A Practical Incremental Learning Framework For Sparse Entity Extraction


Jun 26, 2018
Hussein S. Al-Olimat, Steven Gustafson, Jason Mackay, Krishnaprasad Thirunarayan, Amit Sheth

* Proceedings of COLING 2018, the 27th International Conference on Computational Linguistics: Technical Papers 

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Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models


Jun 07, 2018
Hussein S. Al-Olimat, Krishnaprasad Thirunarayan, Valerie Shalin, Amit Sheth

* The 27th International Conference on Computational Linguistics (COLING 2018) 

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A Quality Type-aware Annotated Corpus and Lexicon for Harassment Research


May 23, 2018
Mohammadreza Rezvan, Saeedeh Shekarpour, Lakshika Balasuriya, Krishnaprasad Thirunarayan, Valerie Shalin, Amit Sheth


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How will the Internet of Things enable Augmented Personalized Health?


Dec 31, 2017
Amit Sheth, Utkarshani Jaimini, Hong Yung Yip


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