Coral: An Approach for Conversational Agents in Mental Health Applications

no code implementations • 16 Nov 2021 • 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.

Chatbot

Investigating the Relationship Between World Development Indicators and the Occurrence of Disease Outbreaks in the 21st Century: A Case Study

no code implementations • 20 Sep 2021 • Aboli Marathe, Harsh Sakhrani, Saloni Parekh

In this paper, we leverage data driven models to determine the relationship between the trends of World Development Indicators and occurrence of disease outbreaks using worldwide historical data from 2000-2019, and treat it as a classic supervised classification problem.

feature selection

Modelling Major Disease Outbreaks in the 21st Century: A Causal Approach

no code implementations • 15 Sep 2021 • 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.

Causal Inference Imputation

Contextualized Embeddings based Convolutional Neural Networks for Duplicate Question Identification

no code implementations • 3 Sep 2021 • Harsh Sakhrani, Saloni Parekh, Pratik Ratadiya

Question Paraphrase Identification (QPI) is a critical task for large-scale Question-Answering forums.

Paraphrase Identification Question Answering