University of Adelaide Machine Learning Big Data Project Analysis

Description

1. Collect and process pdf data dump from COVID-19 Open Research Dataset Challenge (CORD-19)

https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge

2. Analyze the data and provide publication statistics such as the number of publications according to time, location but not limited to. Provide (any type of) visualization for the results.

3. Learn sentence embedding from the articles’ abstract and main content respectively.

4. Build a tool for question answering: given a user input sentence or query, outputs the top 10 most relevant sentences from the data and the source of the data, i.e., the sentence comes from which article. The tool could be command-line based or a simple Web-based interface.

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