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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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Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media

Oct 16, 2017
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth

* 8 pages, Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conference 

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On the Challenges of Sentiment Analysis for Dynamic Events

Oct 06, 2017
Monireh Ebrahimi, Amir Hossein Yazdavar, Amit Sheth

* 9 pages, 2 figures ,IEEE Intelligent Systems 2017 

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Implicit Entity Linking in Tweets

Jul 26, 2017
Sujan Perera, Pablo N. Mendes, Adarsh Alex, Amit Sheth, Krishnaprasad Thirunarayan

* This paper was accepted at the Extended Semantic Web Conference 2016 as a full research track paper 

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A Semantics-Based Measure of Emoji Similarity

Jul 14, 2017
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran

* This paper is accepted at Web Intelligence 2017 as a full paper, In 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). Leipzig, Germany: ACM, 2017 

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EmojiNet: An Open Service and API for Emoji Sense Discovery

Jul 14, 2017
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran

* This paper was published at ICWSM 2017 as a full paper, Proc. of the 11th International AAAI Conference on Web and Social Media (ICWSM 2017). Montreal, Canada. 2017 

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Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples

Jul 14, 2017
Amit Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan

* Pre-print of the paper accepted at 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). arXiv admin note: substantial text overlap with arXiv:1610.07708 

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Logical Inferences with Contexts of RDF Triples

Jan 20, 2017
Vinh Nguyen, Amit Sheth


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