Research

Research on Deep learning & Software Engineering
Research Objective: To propose a large scale parallel corpus for Java-Python Program Translation.
Result: Published in Arxiv, 2021
Preprint Version: https://arxiv.org/abs/2108.11590

Research on Natural Language Processing
Research Objective: Summarize and improve the Question Answering for Privacy Policies
Result: Crawled 10,000+ google play store application’s privacy policies and other necessary information’s.
Tools: Python, Beautiful Soup, Machine learning tools etc

Research on Information Retrieval
Title: Multi-task learning for Query Intent Classification and Document Ranking
Research Objective: To classify user queries to a set of intents and to map a user query to open directory project(ODP) tree.
Result: Crawled 80,000+ web-pages which are categorized in 7600 topics.
Tools: Python, Anaconda, NLTK etc
Link: https://github.com/grtushar/Web-Crawler