Extraction category
Named Entity Recognition Tools
Use this category to find tools and libraries that identify structured entities in documents, tickets, reviews, and research text.
What this category covers
Named entity recognition tools extract structured labels from text, helping teams evaluate people, organizations, locations, products, and domain-specific terms.
Editorial tool comparison
These Listed Tools are shown as editorial research inputs. They are not hosted analysis features on this site.
| Tool | Best for | Type | Main tasks | Free option | API | Notes | Website |
|---|---|---|---|---|---|---|---|
| spaCy | Production NLP pipelines | Open-source | NER, tokenization, tagging, parsing | Open-source | Library | Widely used Python library for production-oriented NLP. | Visit |
| Stanza | Academic multilingual NLP | Open-source | NER, tokenization, POS, parsing | Open-source | Library | Stanford NLP toolkit with multilingual pipelines. | Visit |
| Google Cloud Natural Language | Managed entity extraction | API | Entities, entity sentiment, syntax | Trial credits | Yes | Managed API option for entity extraction without hosting models. | Visit |
| Azure AI Language | Enterprise entity recognition | API | Named entities, linked entities, PII detection | Free tier | Yes | Useful for Microsoft-centric entity extraction workflows. | Visit |
Future product path
From tool research to owned text analysis products
This traffic site is the public research layer. Future related product paths may point to owned analysis products, APIs, templates, or services after they are ready; the first launch does not include uploads, accounts, checkout, or hosted text analysis.
Continue with current public tool research