Reliable Named Entity Recognition using Incomplete Domain-Specific Dictionaries
Joy Prakash Sain, Krishnaprasad Thirunarayan, Michael L. Raymer. Reliable Named Entity Recognition using Incomplete Domain-Specific Dictionaries
Curriculum Vitae
Education
- Ph.D in Computer Science, the Wright State University, 2018 - Present
- M.S. in Computer Science, the Wright State University, 2016 - 2019
- B.Tech. in Information Technology, West Bengal University of Technology, 2008 - 2012
Work experience
- May 2023 - July 2023: Graduate Teaching Assistant
- Wright State University
- Course: CS 7120 Functional and Logic Programming
- Sept 2022 - Apr 2023: Graduate Research Assistant
- Bioinformatics Research Group, Wright State University
- Duties included: Researcher Automated analysis of Supplier Capabilities for Ensuring National Dominance (ASCEND) project
- Jun 2022 - Aug 2022: Associate in AI Research
- JPMorgan Chase & Co.
- Duties included: Worked on the research problem: Named Entity Recognition over Financial Documents
- Jan 2022 - Apr 2022: Graduate Teaching Assistant
- Wright State University
- Course: Data Structures and Algorithms
- Aug 2021 - Dec 2021: Associate in AI Research
- JPMorgan Chase & Co.
- Duties included: Worked on the research problem: Relation Extraction over Financial Documents
- Jan 2020 - Apr 2021: Graduate Research Assistant
- Bioinformatics Research Group, Wright State University
- Duties included: Researcher U.S. Air Force Academic Partnership and Engagement Experiment (APEX)-Analytics project
- June 2019 - Dec 2019: Graduate Teaching Assistant
- Wright State University
- Course: Discrete Structures and Their Algorithms
- Course: Algorithm Design and Analysis.
- Jan 2017 - Apr 2019: Graduate Research Assistant
- Kno.e.sis Center, Wright State University
- Duties included: Researcher HazardSEES NSF project.
- Duties included: Researcher Depression NIH project.
- Feb 2016 - Oct 2016: Web Coordinator
- University Center for International Education (UCIE), Wright State University
- Duties included: Designing, developing and maintaining ‘UCIE’ and ‘Dayton Council on World Affairs’ websites in Drupal.
- Jan 2015 - Dec 2015: Senior Software Analyst
- Hexagon Capability Centre India
- Duties included: Designing and implementing new functionalities and automated tests for the product “SmartPlant Master Tag Registry”. Provided training on “Data Structure & Algorithms” to the newly hired employees and on “Scrum Process” to the team.
- Jul 2012 - Dec 2014: Software Analyst
- Hexagon Capability Centre India
- Duties included: Resolving customer issues, implementing new functionalities, and automated tests for the ‘SPF Adapter Development’ and ‘SmartPlant Validation Transformation and Loading (SPVTL)’ projects.
Publications
REFinD: Relation Extraction Financial Dataset
Kaur, S., Smiley, C., Gupta, A., Sain, J. P., Wang, D., Siddagangappa, S., Aguda, T.D., Shah, S. “REFinD: Relation Extraction Financial Dataset." In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023.
METHOD AND SYSTEM FOR UNDERSTANDING FINANCIAL DOCUMENTS
Kaur, S., and Smiley, C., Sain, J. P., Gupta, A., Siddagangappa, S., and Shah, S. “METHOD AND SYSTEM FOR UNDERSTANDING FINANCIAL DOCUMENTS”. U.S. Patent Application No. 17/647,356, filed January 07, 2022.
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework
Yadav, Shweta, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit Sheth, and Jeremiah Schumm. "Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework." In Proceedings of the 28th International Conference on Computational Linguistics, pp. 696-709. 2020.
Assessing the Severity of Health States based on Social Media Posts
Yadav, Shweta, Joy Prakash Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, and Pushpak Bhattacharyya. "Assessing the severity of health states based on social media posts." In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 5728-5735. IEEE, 2021.
Towards Geocoding Spatial Expressions (Vision Paper)
Al-Olimat, Hussein S., Valerie L. Shalin, Krishnaprasad Thirunarayan, and Joy Prakash Sain. "Towards geocoding spatial expressions (vision paper)." In Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 75-78. 2019.
Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention
Manas Gaur, Amanuel Alambo, Joy Prakash Sain, Ugur Kursuncu, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Amit Sheth, Randy Welton, and Jyotishman Pathak. Knowledge-aware assessment of severity of suicide risk for early intervention. In The World Wide Web Conference, pp. 514-525. ACM, 2019.
Talks
ASSESSING PATIENTS’ HEALTH STATES BASED ON SOCIAL MEDIA POSTS, AND NAMED ENTITY RECOGNITION
Conference Talk at ICRACS 2020 - International Conclave on Recent Advances in Computer Science, Online
Service
- Sub-Reviewer: EMNLP ‘19, ‘21 & ‘22, ACL ‘19 & ‘22 The Web Conf.(previously, WWW)-Demos ‘18, ‘19 & ‘22.
- Host: 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE)
Leadership
- Scrum Team Coordinator (2015)
- Hexagon Capability Center India, Hyderabad, India
- Provided training on ‘Scrum Process’ (Agile software development methodology) to the team.
- Technical Trainer (2015)
- Hexagon Capability Center India, Hyderabad, India
- Provided training on ‘Data Structure & Algorithms’ and ‘.NET Technology’ to the newly hired employees and the team members.