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NLP - Named Entity Recognition (NER)

This project implemented 4 models for the Named Entity Recognition tasks:

  1. HMM
  2. CRF
  3. LSTM + CRF
  4. BERT

We used two datasets for testing:

  1. CoNLL-2000
  2. ScienceExamCER

The details of the experiments and results are in the docs/report.pdf file.

Results and Reports