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Research topic Prediction

Research-topic-Prediction

Problem Statement

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.

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