[Deep Learning] Add Named Entity Recognition Scenario to Model Builder

dotnet / machinelearning-modelbuilder

Simple UI tool to build custom machine learning models.

Creative Commons Attribution 4.0 International

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[Deep Learning] Add Named Entity Recognition Scenario to Model Builder #2331

Open luisquintanilla opened 1 year ago

luisquintanilla commented 1 year ago

Summary

Add Named Entity Recognition as one of the supported language scenarios in Model Builder.

Supported Training Environments
- Local CPU
- Local GPU
Supported Data Formats
- File
- SQL

Dependencies

[ ] ML.NET framework needs to add the API to enable this scenario.

MohamedQando commented 6 months ago

@luisquintanilla hello I'm trying to use the NER scenario but the model always gives the first token an empty string label so the model has a very bad accuracy I don't know where is the problem can you provide me with a sample dataset to test the scenario?

my dataset was formed like this

John is 25 years old Name 0 Age 0 0