Reproduce Fig. 2 of DeezyMatch’s paper

The three notebooks in this directory can be used to reproduce Fig. 2 of DeezyMatch’s paper:

Hosseini, Nanni and Coll Ardanuy (2020), DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching, EMNLP: System Demonstrations.

• Fig2_EMNLP_training.ipynb: train and fine-tune a suit of pair classifiers.
• Fig2_EMNLP_inference.ipynb: model inference using the models trained in the Fig2_EMNLP_training.ipyn notebook.
• Fig2_EMNLP_plot_results.ipynb: plot the results of model inference done in the Fig2_EMNLP_inference notebook.