Clinical De-identification for Arabic

Input Format To use the model, you need to provide input in one of the following supported formats: JSON Format

1. Array of Text Documents: Use an array containing multiple text documents. Each element represents a separate text document.

{ "text": [ "Text document 1", "Text document 2", ... ] }

2. Single Text Document: Provide a single text document as a string.

{ "text": "Single text document" }

** JSON Lines (JSONL) Format** Provide input in JSON Lines format, where each line is a JSON object representing a text document.

{"text": "Text document 1"} {"text": "Text document 2"}

Important Parameter

masking_policy: str

Users can select a masking policy to determine how sensitive entities are handled:

• masked: Default policy that masks entities with their type.
• obfuscated: Replaces sensitive entities with random values of the same type.
• masked_fixed_length_chars: Masks entities with a fixed length of asterisks (*).
• masked_with_chars: Masks entities with asterisks (*).

You can specify these parameters in the input as follows:

{ "text": [ "Text document 1", "Text document 2", ... ], "masking_policy": "masked" }