Vipula Rawte

I am currently pursuing a Master's in Computer Science at Rensselaer Polytechnic Institute (RPI), NY, where I am advised by Dr. Mohammed J. Zaki. I worked in the area of financial text in collaboration with Dr. Aparna Gupta (Lally School of Management). I applied the modern Transformer-based models to solve the challenging problems in real-world unstructured textual data such as long company filings.

In the summer of 2018, I interned at IBM Research, Zürich. I worked on the NER problem for identifying software entitities from the IT technical reports, where I was supervised by Dr. Anika Schumann, Dr. Birgit Pfitzmann and Dr. Arun Kumar (IBM Research, India). Previously, I also worked at the Tetherless World Constellation under the supervision of Dr. Deborah L. McGuinness, where I worked on developing NanoMine Ontology for Polymer Nanocomposites.

I got my Master's in Computer Engineering from University of Mumbai (MU), India, where my thesis was focused in Semantic Web. I also got my Bachelor's in Information Technology from MU.

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Research

My research interests are broadly in Deep Learning, Natural Language Processing and Machine Learning. I have also worked on problems in Data Mining and Ontology Engineering.

A Comparative Analysis of Temporal Long Text Similarity: Application to Financial Documents
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
The Fifth Workshop on MIning DAta for financial applicationS (with ECML-PKDD), 2020
paper / code
Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
The Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets (with SIGMOD/PODS), 2018
paper
Using supervised learning techniques for entity relationships
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
The Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets (with SIGMOD/PODS), 2018
paper
An Ontology for a Polymer Nanocomposite Community Data Resource
Vipula Rawte, James McCusker, He Zhao, L. Catherine Brinson, Wei Chen, Linda Schadler, Deborah McGuinness
Proceedings of the ACM on Web Science Conference, 2017
paper
Fraud detection in health insurance using data mining techniques
Vipula Rawte, Anuradha Srinivasaraghavan
IEEE Proceedings of International Conference on Communication, Information & Computing Technology (ICCICT), 2015
paper

OBESTDD: Ontology based expert system for thyroid disease diagnosis
Vipula Rawte, Bidisha Roy
IEEE Proceedings of the International Conference on Nascent Technologies in the Engineering Field (ICNTE), 2015
paper

Template from Jon Barron's website.