Named Entity Recognition - NER NLP AI
Named Entity Recognition (NER) plays an integral role in enabling machines to understand key text in NLP entity extraction for deep learning. Train machine learning models and AI algorithms to identify named entities in text documents with precision.
With 5+ years of experience, identify and categorize individuals, dates, places, company names, locations, medical terms, and product terminologies with our expert NER annotation services for your AI applications.
Entity Identification
Persons, locations, organizations
Supervised NER
High-accuracy labeling
Medical Terms
Specialized entity tagging
Multi-Domain
Finance, media, healthcare
Our NER Process
Manual Identification
A trained data annotation team performs manual entity identification with precision and accuracy
Label Application
Workers apply appropriate labels to specific words or phrases within text documents
Text Selection
Annotators use tools to highlight text sections requiring labels with proper categorization
NER Techniques
Multiple approaches for comprehensive entity recognition
NER Annotation
Enriches NLP pipelines by identifying entity relationships through manual labeling, ensuring precision and accuracy for your machine learning models.
Open NER
Searches for meaningful words and phrases, creating category lists (persons, locations, organizations) for information retrieval and question-answering systems.
Supervised NER
Converts unstructured text to structured form using labeled training data to recognize entities in previously unseen texts with high accuracy.
Targeted NER
Focuses on specific entities using machine learning and NLP techniques for customized systems tailored to your business requirements.
Industry Applications
Publishing & Media
Identify prominent individuals, organizations, and locations in articles. Auto-generate tags for content categorization and improved searchability.
Customer Care
Route complaints to relevant departments and teams based on automated entity classification, improving response times and customer satisfaction.
Finance & Banking
Tag and classify financial data to evaluate profitability and credit risk more efficiently with automated entity recognition systems.
Why Choose Axonate Tech
Quality Assurance
High-quality text annotations tailored for your specific applications with rigorous validation processes.
Data Security
Complete data security and confidentiality throughout annotation processes with zero breaches.
Scalability
Scalable services with quick turnaround times using extensive resources and 1500+ data experts.
Flexible Pricing
Pay-as-you-go pricing models that match your budget requirements without compromising quality.
Ready for Professional NER Services?
Train your AI models with high-quality NER annotations from Axonate Tech. Achieve accurate entity recognition with our expert annotation services.