Independence_ML_hackathon

Rank 44 Solution for Janatahack: Independence Day 2020 ML Hackathon, organized in Analytics Vidhya.

Link to LeaderBoard -

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

Topic Modeling for Research Articles

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

Competition Result

Rank: 44th on private LB with score of 83.86, out of 17K+ registered users.