---
title: "NER Tagging"
type: concept
related: [Ner Tagging, Pos Tagging]
source: https://www.jemoka.com/posts/kbhner_tagging/
confidence: high
status: active
---

while POS Tagging assigns tags to each word, NER Tagging tags the category of usage of multi-word spans.
NER Tagging needs to label spans of text, which means that there is ambiguity in type.
BIO Tagging BIO Tagging will tag each word: where \(B\) begins a span, \(I\), is inside a span, and \(O\) outside a span. So tags per word still apply, but we can extract span information as well.
(job - gender + gender ) = job (captial - country + country) = captial
