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Description
ALBERT is a self-supervised Transformer architecture that undergoes pretraining on a vast dataset of English text, eliminating the need for manual annotations by employing an automated method to create inputs and corresponding labels from unprocessed text. This model is designed with two primary training objectives in mind. The first objective, known as Masked Language Modeling (MLM), involves randomly obscuring 15% of the words in a given sentence and challenging the model to accurately predict those masked words. This approach sets it apart from recurrent neural networks (RNNs) and autoregressive models such as GPT, as it enables ALBERT to capture bidirectional representations of sentences. The second training objective is Sentence Ordering Prediction (SOP), which focuses on the task of determining the correct sequence of two adjacent text segments during the pretraining phase. By incorporating these dual objectives, ALBERT enhances its understanding of language structure and contextual relationships. This innovative design contributes to its effectiveness in various natural language processing tasks.
Description
Encourage contributors to engage with top-tier security measures in place. Allow your team members and business stakeholders to directly express their needs and modeling hypotheses, fostering a collaborative environment. Monitor your objectives with detailed, real-time analysis reports across all levels of your organization, ensuring you remain proactive in addressing future workforce challenges. The frameworks provided are entirely customizable to meet specific needs. Albert offers assistance and access to a variety of examples and skills catalogs. Assess all potential impacts on your workforce driven by business factors and choose them to create diverse business scenarios. For strategic workforce planning (SWP) to become a regular practice, a specialized solution that manages all data science and collaborative elements is essential. Albert stands out as the most user-friendly and effective AI-based SWP solution, designed for optimal collaboration and functionality. By leveraging these capabilities, organizations can ensure they are well-prepared for the complexities of workforce management.
API Access
Has API
API Access
Has API
Integrations
Spark NLP
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Founded
1998
Country
United States
Website
github.com/google-research/albert
Vendor Details
Company Name
Albert
Founded
2018
Country
France
Website
www.albertapp.com
Product Features
Product Features
Workforce Management
Budgeting & Forecasting
Contractor Management
Employee Lifecycle Management
Labor Projection
Performance Appraisal
Recruiting Management
Scheduling
Skills Tracking
Time & Attendance
Variable Workforce