Text Annotations using Label Studio and DAGSHub - (NLP - NER)

In this awesome tutorial we will explore how to do text annotations using DagsHub and Label Studio. We will be performing an NER annotation for clinical or medical NLP data.

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⏲️===TimeStamps===⏲️
0:00 Introduction
01:12 Uploading Dataset
02:00 Annotations Tab
02:30 Setting Up Annotations Project
04:05 DagsHub Setting on Label Studio
05:25 Label Studio Overview
06:26 List View & Grid View
07:17 Labeling Interface
08:13 Adding Labels
09:32 Change Label Colors
10:50 How to Annotate
15:22 Submitting & Committing Annotations
17:25 Exporting Annotations
18:25 Recap

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⚡ If you need any help just message me in the comments, you never know it might help someone else too. ⚡

JCharisTech

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[sheikhakbar]

I have been looking for a tool like this for a long time, I am gonna try it!

[ChinmayeeOjha]

Very Beautifully described. Thx a lot.

[yandjin]

Hey man, thank you so much for your content !

[Praneetha]

hey, is there a way to autotmate the annotation process perhaps using llm??

I'm trying to work on a project to annotate the data into single key words, I've used genai and llama but I don't have the subscription so I keep getting and rate limit error;

[squadgang]

How algorithm is used to automatically label data in backend ?

[klaus_aj]

Hi, i have used doccano for relation extraction annotation, exported annotated data in json format. Could you please confirm do i have to change json format if i have to apply relation extraction using BioBERT. Or BioBERT supports json annotated data or not.!! TIA.