Named Entity Recognition (NER) For Classifying Text

Named Entity Recognition Model

Use the power of Named Entity Recognition (NER) when analyzing text passages.

Information

Model ID: 3a4dd3157b18d37f3402cdaca8091ddd

Model Name: ner_english

Model Type ID: text-token-classifier

Owner: Clarifai
Supported Named Entities:

I-LOC (Location)

I-ORG (Organisation)

I-PER (Person's name)

I-MISC (Miscellaneous entity)

Request and Response

The Text Token Classifier Model is a "text-token-classifier" which means that will take machine-encoded text as an input and then classify chunks of this text (usually individual words) into pre-defined concepts called "named entities". These named entities help you quickly extract meaningful information from text passages.

Learn more about incorporating the Text Token Classifier Model into your technology stack in our API Guide.

Endless possibilities with Computer Vision and AI

Gather valuable business insights from images, text, and video data using Machine Learning, Natural Language Processing, and Computer Vision.

Ready-to-use Models

Text embedding

Assign tags or categories to analyze text based on content. Build models for topic analysis, sentiment analysis, smart reply and more.

Try it out
Image moderation

Identify unwanted content such as gore, drugs, explicit nudity or suggestive nudity.

Try it out
General

Recognize over 11,000 different concepts including objects, themes, moods and more.

Try it out
Custom

Create your own model and teach it with your own images and concepts.

Try it out
Demographics

Predict the age, gender or cultural appearances of faces.

Try it out
Face detection

Detect the location of faces with bounding boxes.

Try it out
Celebrity

Analyze images and return probability scores on the likelihood that the media contains the face(s) of over 10,000 recognized celebrities.

Try it out
Apparel detection

Detect items of clothing or fashion-related items.
Face embedding

Analyze images and returns numerical vectors that represent each detected face in the image in a 1024-dimensional space.

Try it out
Food

Recognize more than 1,000 food items in images down to the ingredient level.

Try it out
Color

Identify the dominant colors present in your images in hex or W3C form.

Try it out
Textures and patterns

Recognize textures and patterns in a two-dimensional image e.g., feathers, woodgrain, petrified wood, glacial ice and overarching descriptive concepts (veined, metallic).

Try it out
Not safe for work

Identify different levels of nudity in your visual data. Ideal for moderating and filtering offensive content from your platform.

Try it out
Travel

Recognize specific features of residential, hotel, and travel-related properties.

Try it out
Wedding

Recognize over 400 concepts related to weddings including bride, groom, flowers and more.

Try it out
General embedding

Analyze images and returns numerical vectors that represent each detected face in the image in a 1024-dimensional space computed by our General model.

Try it out
Model gallery

Explore our pre-built, ready-to-use image recognition models to suit your specific needs.

Learn more

Ready to get started?

Whether you are a start-up or a Fortune 500, we would love to chat about our products and make a personalised plan that fits your business.

Learn more about Clarifai

Find the right solution for your needs

Schedule a demo
or

1,000 free operations per month.

Already a customer?

If you are encountering a technical or payment issue, the customer support team will be happy to assist you.
Contact support

Something exciting is coming for developers everywhere!

AI LIFECYCLE

PROFESSIONAL SERVICES

2022 Edition

BY INDUSTRIES

BY USE CASES

BY PERSONAS

E-book

Named Entity Recognition Model

Use the power of Named Entity Recognition (NER) when analyzing text passages.

Information

Supported Named Entities:

Request and Response

Endless possibilities with Computer Vision and AI

Text embedding

Image moderation

General

Custom

Demographics

Face detection

Celebrity

Apparel detection

Face embedding

Food

Color

Textures and patterns

Not safe for work

Travel

Wedding

General embedding

Model gallery

Ready to get started?

Whether you are a start-up or a Fortune 500, we would love to chat about our products and make a personalised plan that fits your business.

Already a customer?

PRODUCTS

SOLUTIONS

USE CASES

DEVELOPERS

COMPANY