NLP On Research Articles

Context

Topic Modeling for Research Articles
Researchers have access to large online archives of scientific articles. As a consequence, finding relevant articles has become more difficult. Tagging or topic modelling provides a way to give token of identification to research articles which facilitates recommendation and search process.

Content

Given the abstract and title for a set of research articles, predict the topics for each article included in the test set.

Note that a research article can possibly have more than 1 topic. The research article abstracts and titles are sourced from the following 6 topics:

1. Computer Science
2. Physics
3. Mathematics
4. Statistics
5. Quantitative Biology
6. Quantitative Finance

Acknowledgements

https://datahack.analyticsvidhya.com/contest/janatahack-independence-day-2020-ml-hackathon/#ProblemStatement

Inspiration

https://datahack.analyticsvidhya.com/contest/janatahack-independence-day-2020-ml-hackathon/#ProblemStatement