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NER Example

Compile jac program​

The Jac program using in this example can be found here.

jac build main.jac

Activate sentinel​

sentinel set -snt active:sentinel -mode ir main.jir

Call walker fro training and pass dataset name and all other parameter​

walker run train_and_eval_all_models -ctx "{\"train_file\":\"ner.json\",\"eval_file\":\"ner.json\",\"num_train_epochs\":\"10\",\"batch_size\":\"16\",\"learning_rate\":\"0.02\",\"mode\":\"default\"}"

Predict entity from tfm​

walker run predict_entity_from_tfm -ctx "{\"text\":\"Can you explain to me,please,what Homeowners Warranty Program means,what it applies to,what is its purpose? Thank you. The Humboldt University of Berlin is situated in Berlin, Germany\"}"

predict entity from flair​

walker run predict_entity_from_flair -ctx "{\"labels\":\"Fin_Corp\",\"text\":\"Can you explain to me,please,what Homeowners Warranty Program means,what it applies to,what is its purpose? Thank you. The Humboldt University of Berlin is situated in Berlin, Germany\"}"