We wanted to explore more of machine learning and artificial intelligence as that seems to be the latest advancement in technology and we think that it will definitely be a valuable experience taking up the MSD challenge
What it does
Extracting important information and converting them into Powerpoint slides using various libraries.
How we built it
Created using Python alongside OpenAI's Natural Language Processing (NLP) model to extract out a summary of the research article
With a summary of the research articles, we then presented the information in PowerPoint format together with pictures that are relevant to the points extracted from keywords of the articles
Challenges we ran into
Time constraint with limited knowledge of AI
Difficulties collaborating with the code
Tough to extract statistical information from the research articles
Accomplishments that we're proud of
Being able to at least create slides of the summarized research articles including relevant pictures according to the text generated
What we learned
OpenAI NLP
Many useful libraries in Python
Natural Language Tool Kit for extracting keywords
Troubleshooting skills
What's next for MSD - Converting Research Articles into Multimodal Formats
Better machine learning algorithms for processing of keywords.
Generate summarize text of research articles with higher accuracies
More variations and better arrangements of elements for visual appeal
Implement graphs and tables for statistics found within research articles
Create other types of multimodal formats such as blogs, inforgraphics and possibly even videos
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