# April 2022

> We are excited to announce improvements to three of the ML Packages part of **UiPath® Language Analysis**:

## 13 April 2022

### What’s new

#### ML Packages updates

We are excited to announce improvements to three of the ML Packages part of **UiPath® Language Analysis**:

* [Custom Named Entity Recognition](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/custom-named-entity-recognition#custom-named-entity-recognition)
* [Light Text Classification](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/light-text-classification#light-text-classification)
* [Multilingual Text Classification](https://docs.uipath.com/ai-center/automation-cloud/latest/user-guide/multilingual-text-classification#multilingual-text-classification)

**Custom NER**

The artifacts for this model have been improved, now providing more details in a user-friendly manner. For more information, see the **Artifacts** section of both models.

**Light Text Classification**

The artifacts for this model have been improved, now providing more details in a user-friendly manner. For more information, see the **Artifacts** section of both models.

The **Light Text Classification** model has also been updated to include **Hyperparameter search** that will assist in automated tuning of the model parameters.

**Multilingual Text Classification**

This model is updated so that it would not overfit on the training dataset. By doing so, the confidence distribution in its predictions is improved.