Shubhashis Sengupta

Topic cohesion preserving requirements clustering

2016

This paper focuses on the problem of generating human interpretable clusters of semantically related plain-text requirements. Presented approach applies techniques from information retrieval, natural language processing, network analysis, and machine learning for identifying semantically central …

Can Taxonomy Help? Improving Semantic Question Matching using Question\n Taxonomy

2021 · arXiv (Cornell University)

In this paper, we propose a hybrid technique for semantic question matching.\nIt uses our proposed two-layered taxonomy for English questions by augmenting\nstate-of-the-art deep learning models with question classes obtained from a\ndeep learning based question classifier. …