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It takes considerate amount of time (~10 min) to parse the examples to features, it is good to have a progress-bar to track this

Indentation change so that the output "nbest_predictions.json" is not empty.

Reason for issue was that optimzation steps where computed from example size, which is different from actual size of dataloader when an example is chunked into multiple instances.

Solution in this pull request is to compute num_optimization_steps directly from len(data_loader).

modify `heruistic` to `heuristic` in line 660, `charcter` to `character` in line 661.

modify `mull` to `null` in line 474 annotation.