DR. SHILPA PARKHI

Title: Application of natural language processing in document vettingYear: 2021
Authors: Glenda Rosy Clements, Shilpa Shekhar Parkhi Journal: Psychology and Education Publication date: 2021 Publisher: Scopus URL: click here Abstract Natural Language Processing(NLP) is a theory-motivated range of computational techniques for the automatic analysis and representation of human language. NLP enables computers to perform a wide range of natural language related tasks at all levels, ranging from parsing and part of speech tagging to machine translation. The study discusses the design and application of NLP in Document Vetting processes. Among the numerous applications of NLP, this paper discusses the application of NLP in the document vetting process. The document vetting process is seen in many fields such as legal, finance, construction and others. The document vetting in a Bank Guarantee process is taken into consideration. An in-detailed process mapping of the Bank Guarantee is discussed, where in Document Vetting takes place in the process. As time progresses, organizations contain loads of documents in their repository. An algorithm for the score calculation for a document has been developed, to retrieve the best matched document from the repository with that of the input document. The NLP module is applied in this algorithm. The NLP module designed in this study is a customizable module and hence the organizations need not procure licenses of NLP software products. We suggest the use of NLP is in this process reduces the workload of employees, thereby increasing productivity and reducing cost. This paper is useful in the areas of banking and contract management

Title: Application of natural language processing in document vettingYear: 2021

Authors: Glenda Rosy Clements, Shilpa Shekhar Parkhi
Journal: Psychology and Education
Publication date: 2021
Publisher: Scopus
URL: click here

Abstract

Natural Language Processing(NLP) is a theory-motivated range of computational techniques for the automatic analysis and representation of human language. NLP enables computers to perform a wide range of natural language related tasks at all levels, ranging from parsing and part of speech tagging to machine translation. The study discusses the design and application of NLP in Document Vetting processes. Among the numerous applications of NLP, this paper discusses the application of NLP in the document vetting process. The document vetting process is seen in many fields such as legal, finance, construction and others. The document vetting in a Bank Guarantee process is taken into consideration. An in-detailed process mapping of the Bank Guarantee is discussed, where in Document Vetting takes place in the process. As time progresses, organizations contain loads of documents in their repository. An algorithm for the score calculation for a document has been developed, to retrieve the best matched document from the repository with that of the input document. The NLP module is applied in this algorithm. The NLP module designed in this study is a customizable module and hence the organizations need not procure licenses of NLP software products. We suggest the use of NLP is in this process reduces the workload of employees, thereby increasing productivity and reducing cost. This paper is useful in the areas of banking and contract management

Name	Designation
Mr. Anand Singh	Administrative Officer
Ms. Jagriti Partho Goswami	Office Superintendent
Mr. Prasanna Pendke	Sr. Supervisor
Mr. Amit Marathe	Sr. Supervisor
Mr. Prakash D Karkar	Supervisor
Mr. Amit Shinde	Supervisor
Ms. Supriya Rahalkar	Supervisor
Ms. Poorva Zende	Supervisor
Mr. Ritesh Gaikwad	Supervisor
Mr. Yogesh S. Mane	Sr. Coordinator
Ms. Rucha Desai	Sr. Coordinator
Ms. Roma Kale	Sr. Coordinator
Ms. Deepti Gokhale	Sr. Coordinator
Ms. Margaret Dsouza	Sr. Coordinator
Mr. Prasad Bonde	Coordinator
Ms. Anuja Joshi	Coordinator
Mr. Pradeep Chaveria	Coordinator
Mr. Vishal Yadav	Coordinator
Mr. Rohit Rane	Assistant Coordinator
Ms. Shilpa Ravalallu	P.A.to Director
Mr. Abhishek Kudale	Office Assistant
Mr. Rajesh Bagewadi	Network Engineer
Ms. Saee H. Gokhale	Sr .Lab Instructor
Mr. Nilesh S Kadam	Lab Instructor
Mr. Sumit Bhoinkar	Accountant
Mr. Avadhoot Joshi	Accountant
Ms. Shital Balkawade	Sr. Accounts Assistant
Ms. Deepti Velhal	Deputy Accountant
Mr. Mukesh Thopate	Office Attendant
Mr. Ashok Mankar	Office Attendant
Mr. Puran Walmiki	Sr. Office Attendant
Mr. Kailash Shinde	Sr. Office Attendant
Mr. Vasant Shitole	Sr. Office Attendant
Mr. Sanjay Takle	Sr. Office Attendant
Mr. Aniket Gugale	Office Attendant
Mr. Ravindra Supe	Office Attendant
Mr. Sagar Mengade	Driver cum Office Attendant