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Communications Mining user guide
- Introduction
- Setting up your account
- Balance
- Clusters
- Concept drift
- Coverage
- Datasets
- General fields
- Labels (predictions, confidence levels, label hierarchy, and label sentiment)
- Models
- Streams
- Model Rating
- Projects
- Precision
- Recall
- Annotated and unannotated messages
- Extraction Fields
- Sources
- Taxonomies
- Training
- True and false positive and negative predictions
- Validation
- Messages
- Access control and administration
- Manage sources and datasets
- Understanding the data structure and permissions
- Creating or deleting a data source in the GUI
- Preparing data for .CSV upload
- Uploading a CSV file into a source
- Uploading a PST file
- Creating a dataset
- Multilingual sources and datasets
- Enabling sentiment on a dataset
- Amending dataset settings
- Deleting a message
- Deleting a dataset
- Exporting a dataset
- Using Exchange integrations
- Email transform tags
- Model training and maintenance
- Understanding labels, general fields, and metadata
- Label hierarchy and best practices
- Comparing analytics and automation use cases
- Turning your objectives into labels
- Overview of the model training process
- Generative Annotation
- Dastaset status
- Model training and annotating best practice
- Training with label sentiment analysis enabled
- Understanding data requirements
- Train
- Introduction to Refine
- Precision and recall explained
- Precision and Recall
- How validation works
- Understanding and improving model performance
- Reasons for label low average precision
- Training using Check label and Missed label
- Training using Teach label (Refine)
- Training using Search (Refine)
- Understanding and increasing coverage
- Improving Balance and using Rebalance
- When to stop training your model
- Using general fields
- Generative extraction
- Using analytics and monitoring
- Automations and Communications Mining™
- Developer
- Uploading data
- Downloading data
- Exchange Integration with Azure service user
- Exchange Integration with Azure Application Authentication
- Exchange Integration with Azure Application Authentication and Graph
- Migration Guide: Exchange Web Services (EWS) to Microsoft Graph API
- Fetching data for Tableau with Python
- Elasticsearch integration
- General field extraction
- Self-hosted Exchange integration
- UiPath® Automation Framework
- UiPath® official activities
- How machines learn to understand words: a guide to embeddings in NLP
- Prompt-based learning with Transformers
- Efficient Transformers II: knowledge distillation & fine-tuning
- Efficient Transformers I: attention mechanisms
- Deep hierarchical unsupervised intent modelling: getting value without training data
- Fixing annotating bias with Communications Mining™
- Active learning: better ML models in less time
- It's all in the numbers - assessing model performance with metrics
- Why model validation is important
- Comparing Communications Mining™ and Google AutoML for conversational data intelligence
- Licensing
- FAQs and more
Frequently asked questions (FAQs)
Answers to frequently asked questions about Communications Mining in Automation Cloud.
| Question | Answer |
| Are there any additional charges incurred by using the Generative Extraction feature in CM? | No, charges are only incurred at the point of message upload, that is, one message uploaded to Communications Mining™ is equal to 1 AI unit or 0.2 Platform Units. There are no ongoing costs for using any of the generative features of Communications Mining. |
| What are the underlying models behind GenEx? |
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| Where can I learn more about the security behind the generative features of Communications Mining? | For more details, check Integration with Generative AI services . |
| In which regions is UiPath Helix Extractor 1.0 (IXP-Comms) available? | UiPath Helix Extractor 1.0 (IXP-Comms) is retired in Singapore, United Kingdom, Switzerland, and EU GxP, where the model had no usage for a period of 3 to 6 months. The model is also in the process of being retired in Japan, Canada, and Australia. In the regions where it is retired, only the UiPath Helix Extractor 2.0 (IXP-Comms) LLM is available. For details, check Regional availability . |
| What do I do if UiPath Helix Extractor 1.0 (IXP-Comms) does not work for my use case? | Reach out to your UiPath representative, to let them know. However, if the number of fields you need to extract exceeds 20, switch to UiPath Helix Extractor 2.0 (IXP-Comms). |