**Table of Contents**

2. Send your profile name to *Ty Andrews* to be added to the **Finding Fossils organization** on Hugging Face

Email: [email protected], or create a new organization for a different project to work collaboratively with teammates.

3. Once in the organization, navigate to the organization page from your profile.

**LabelStudio**.

1. Open the **Green** project named like **Finding Fossils Labelling - Production** or create a new one.

2. Navigate to the settings menu of the project. Here, several options are available to tweak the settings to be compatible for your task,

- Review or create labelling instructions.

- The instructions look like this:

- Labeling configuration:

After syncing the buckets, the final step is to define the different categories of entities that the named entity recognition model will be trained to predict. A configuration file is used to define the classes and to initialize the UI components to aid a user label entities. A sample config file has the following tags:

1. Select the task with **global_index** of 0, the **global index** indicates this is the start of the article and start labelling each task by moving onto the next **global_index** number.

- **Ensure pre-labelled entities are correct and/or fix:** we have tried to auto-tag entities to make this faster but it’s not perfect and this is what we’re improving, so this commonly misses entities or gets them partially right.

- **Label any missed entities:** these can be things with typos, words being smushed together, etc.

2. **Using the labelling interface:**

3. **Correct a pre-labelled entity:**

- If it’s completely wrong, delete it

- Select the label

- Delete the entity using above

- Select the correct label and click/drag the correct span of text