Resume Section Classifier

  • Tech Stack: Python, Contrastive Learning, RoBERTa, scikit-learn, numpy, pandas, clustering
  • Github URL: Project Link

Out of distribution detection for e-commerce product offers.

Entity Matching models have trouble generalizing to unseen entities, this approach classifies the unseen entities as out of distribution.

Entities classified as Out of distribution is then clustered using different clustering approaches

Distance based, Densoty based and Classification based are the different Out of distribution detection techniques Applied.