Generative Artificial Intelligence by Shivam R Solanki & Drupad K Khublani

Author:Shivam R Solanki & Drupad K Khublani
Language: eng
Format: epub
ISBN: 9798868804038
Publisher: Apress

Let’s visualize the prediction from our fine-tuned model on some unseen dataset. First, we will create a method for visualization using the following function:def display_entity_annotations(text):

annotated_tokens = ade_ner_model(text)

entity_annotations = []

for token in annotated_tokens:

entity_type = int(token["entity"][-1])

if entity_type != 0:

token["label"] = entity_label_list[entity_type]

entity_annotations.append(token)

render_params = [{"text": text, "ents": entity_annotations, "title": None}]

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