NLP Claims Analysis
Published:
An NLP-based system for analyzing and classifying insurance claims using advanced text processing techniques. This project automates the claims review process by extracting key information and identifying patterns in claim descriptions.
Key Features
- Text preprocessing and feature extraction
- Multi-class claim classification
- Named entity recognition for claim details
- Sentiment analysis for claim urgency
Technologies
- NLTK/SpaCy
- Transformer models
- Text classification algorithms
- NLP preprocessing pipelines