zpwiki/pages/topics/named-entity

title
named-entity

Named Entities

Goals

• Be able to recognize unknown named entities
• Create a manually annotated training set from speech transcripts
• Propose an annotation schema

Plan

• Convert speech transcripts into a training set
• Train and evaluate classifier
• Establish manual annotation
• Select unannotated data

Data preparation

Input: Transcriber transcripts with inconsistent annotations

 * First small letter: regular word
 * Capital: named entity
 * ''^^'': faoreign word
 * ''@'': noise
 * ''_'': multi word expression
 * ''/'': pronuncation

Output: A file that can be read by spacy convert

People

• Cesar Abascal Gutierrez cesarbielva1994@gmail.com
• Kyryl Kobzar
• Ediz Morochovič

Tools

 * Machine learning : https://spacy.io/usage/training
 * Manual Annotation : https://prodi.gy/