5 papers
Artificial Intuition: Efficient Classification of Scientific Abstracts
Harsh Sakhrani, Naseela Pervez, Anirudh Ravi Kumar +3
It is desirable to coarsely classify short scientific texts, such as grant or publication abstracts, for strategic insight or research portfolio management. These texts efficiently…
Coral: An Approach for Conversational Agents in Mental Health Applications
Harsh Sakhrani, Saloni Parekh, Shubham Mahajan
It may be difficult for some individuals to open up and share their thoughts and feelings in front of a mental health expert. For those who are more at ease with a virtual agent, c…
Investigating the Relationship Between World Development Indicators and the Occurrence of Disease Outbreaks in the 21st Century: A Case Study
Aboli Marathe, Harsh Sakhrani, Saloni Parekh
The timely identification of socio-economic sectors vulnerable to a disease outbreak presents an important challenge to the civic authorities and healthcare workers interested in o…
Modelling Major Disease Outbreaks in the 21st Century: A Causal Approach
Aboli Marathe, Saloni Parekh, Harsh Sakhrani
Epidemiologists aiming to model the dynamics of global events face a significant challenge in identifying the factors linked with anomalies such as disease outbreaks. In this paper…
Contextualized Embeddings based Convolutional Neural Networks for Duplicate Question Identification
Harsh Sakhrani, Saloni Parekh, Pratik Ratadiya
Question Paraphrase Identification (QPI) is a critical task for large-scale Question-Answering forums. The purpose of QPI is to determine whether a given pair of questions are sema…