/Relation-Extraction

Contains Codes and Dataset related to Sentence-Level RE

Primary LanguageJupyter NotebookMIT LicenseMIT

APPROACHES

All the Codes are in Notebooks Section, Modularization of them are in Continuation

RULE BASED APPROACH ----

  1. Used Spacy for Defining and Extracting Language Pattern
  2. Used Nyt Dataset for Textual Content and Demonstration purpose

Rule Based Solution Image

SUPERVISED APPROACH --

  1. Used Nyt Dataset
  2. Used Bidirectional LSTM Model to classify 24 classes.
  3. Saved Model : LINK

Superwised Solution Image

EXPLORING OTHER APPROACHES ALSO AND WILL SHARE IT SOON ... 🤓