communications-mining
latest
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- API docs
- CLI
- Integration guides
- Blog
- 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
Important :
Communications Mining is now part of UiPath IXP. Check the User Guide Introduction for more details.
Communications Mining Developer Guide
Last updated Feb 10, 2025
- Prerequisites
- Communications Mining basics
- Communications Mining access
- Tutorial Data
- Design your application
- Use-case overview
- End-to-End Design
- Data Ingestion
- Business Logic
- Model Training
- Exception Handling
- Downstream Systems
- Understand stream API
- Confidence Thresholds Scores
- Precision and Recall
- Confidence Threshold
- Example Thresholds
- Build your application
- Pin your Model
- Stream Configuration
- Fetch-and-Advance Loop
- Process Results
- Exception Handling
- Done!
