ALBERT

ALBERT

Google
LUIS

LUIS

Microsoft
+
+

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About

ALBERT is a self-supervised Transformer model that was pretrained on a large corpus of English data. This means it does not require manual labelling, and instead uses an automated process to generate inputs and labels from raw texts. It is trained with two distinct objectives in mind. The first is Masked Language Modeling (MLM), which randomly masks 15% of words in the input sentence and requires the model to predict them. This technique differs from RNNs and autoregressive models like GPT as it allows the model to learn bidirectional sentence representations. The second objective is Sentence Ordering Prediction (SOP), which entails predicting the ordering of two consecutive segments of text during pretraining.

About

Language Understanding (LUIS): A machine learning-based service to build natural language into apps, bots, and IoT devices. Quickly create enterprise-ready, custom models that continuously improve. Add natural language to your apps. Designed to identify valuable information in conversations, LUIS interprets user goals (intents) and distills valuable information from sentences (entities), for a high quality, nuanced language model. LUIS integrates seamlessly with the Azure Bot Service, making it easy to create a sophisticated bot. Powerful developer tools are combined with customizable pre-built apps and entity dictionaries, such as Calendar, Music, and Devices, so you can build and deploy a solution more quickly. Dictionaries are mined from the collective knowledge of the web and supply billions of entries, helping your model to correctly identify valuable information from user conversations. Active learning is used to continuously improve the quality of the models.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI developers

Audience

Organizations that want to build natural language into apps, bots, and IoT devices

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
github.com/google-research/albert

Company Information

Microsoft
Founded: 1975
United States
www.luis.ai/

Alternatives

RoBERTa

RoBERTa

Meta

Alternatives

Amazon Lex

Amazon Lex

Amazon
InstructGPT

InstructGPT

OpenAI
Dialogflow

Dialogflow

Google
BERT

BERT

Google
InstructGPT

InstructGPT

OpenAI
GPT-4

GPT-4

OpenAI

Categories

Categories

Integrations

Azure CLU
BotCore
Dydu
Geomant
Geomant Wallboard
Ideta
Microsoft Entra ID
Neo Enterprise Assistant Platform
QnA Maker
Quickwork
Spark NLP
Take Blip

Integrations

Azure CLU
BotCore
Dydu
Geomant
Geomant Wallboard
Ideta
Microsoft Entra ID
Neo Enterprise Assistant Platform
QnA Maker
Quickwork
Spark NLP
Take Blip
Claim ALBERT and update features and information
Claim ALBERT and update features and information
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