Title

Named Entity Recognition Annotator

Description

Extracts people names, locations and names of organizations from an uncased text

Input/Output

Input A list of user utterances

["john peterson is my brother.", "he lives in New York."]

Output A user utterance annotated by

• confidence level
• named entity's position in a sentence (start_pos and end_pos)
• the named the entity itself
• the named entity type

 [{"confidence": 1, "end_pos": 5, "start_pos": 3, "text": "New York", "type": "LOC"}],

Dependencies

none