Notebooks:
- sim_to_ne_mean_elmo.ipynb - Calculate centroid from ELMo+Cap+GloVe NE embeddings. Estimate distances of tokens to NE centroid. Visualize embeddings with t-SNE.
- test_mean_sim_model_on_corpus.ipynb - Attempt to make a NE classifier model and calculate f1 score on test set (bespoleznye izvrachsheniya).
- similarities_to_ne_visualization.ipynb - Vizualize similarities of test tokens to train NE centroid with numbers and colors.
- Interactive_demo_1.ipynb - Demo for user input.
- similarities_visualization_for_selected_ne_type.ipynb - Similarity visualization for different models if only one entity type is tagged
- calc_f1_scores.ipynb - calculate average F1 scores for different models, entity types