Research

Research on Deep Learning & Software Engineering

• Objective: To propose a large scale parallel corpus for Java-Python Program Translation
• Result: Published in Arxiv, 2021
• Preprint: https://arxiv.org/abs/2108.11590

Research on Natural Language Processing

• Objective: Summarize and improve the Question Answering for Privacy Policies
• Result: Crawled 10,000+ Google Play Store application privacy policies and other necessary information
• Tools: Python, Beautiful Soup, Machine Learning tools

Research on Information Retrieval

Title: Multi-task Learning for Query Intent Classification and Document Ranking

• 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 categorized in 7,600 topics
• Tools: Python, Anaconda, NLTK
• Code: https://github.com/grtushar/Web-Crawler