TransWikia.com

Is each form of word classification also considered to be '(named) entity recognition'?

Data Science Asked on January 17, 2021

In an article that I am writing, I focus on word classification. A typical task that involves word classification is (named) entity recognition. Entity recognition is a rather broad task and seems to cover other sub-tasks as well.

Therefore, it seems fair to me to use the terms interchangeably.

Is this a fair assumption?

One Answer

Is this a fair assumption?

No: Named Entity Recognition (NER) is a specific task which consists in detecting named entities. The more general term for this kind of task in Machine Learning is sequence labelling, because it's not only about classifying words but annotating a sequence of instances in which order matters (e.g. words).

It's true that NER is certainly the most famous task of this kind, but there are other important ones, for instance Part-Of-Speech (POS) tagging.

Correct answer by Erwan on January 17, 2021

Add your own answers!

Ask a Question

Get help from others!

© 2024 TransWikia.com. All rights reserved. Sites we Love: PCI Database, UKBizDB, Menu Kuliner, Sharing RPP