zpwiki/pages/topics/named-entity/README.md
2020-01-25 17:23:44 +01:00

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---
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/
```