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What is XLNet?

XLNet presents a groundbreaking method for unsupervised language representation learning through its distinct generalized permutation language modeling objective. In addition, it employs the Transformer-XL architecture, which excels in managing language tasks that necessitate the analysis of longer contexts. Consequently, XLNet achieves remarkable results, establishing new benchmarks with its state-of-the-art (SOTA) performance in various downstream language applications like question answering, natural language inference, sentiment analysis, and document ranking. This innovative model not only enhances the capabilities of natural language processing but also opens new avenues for further research in the field. Its impact is expected to influence future developments and methodologies in language understanding.

What is Emotibot?

Utilizing artificial intelligence can disrupt traditional business paradigms by providing accurate industry insights efficiently and at a lower operational cost, thereby aiding organizations in their digital transformation journeys. This methodology encompasses the extraction of knowledge and the development of knowledge graphs and ontologies, leveraging unsupervised learning techniques. By proficiently mining and analyzing large datasets while incorporating established industry knowledge and natural language processing capabilities, the dependence on human-led knowledge engineering can be automated, resulting in notable improvements in the creation of knowledge maps and making their development more accessible. Additionally, a proprietary automatic speech recognition (ASR) and text-to-speech (TTS) system, which is fed by self-collected training data and advanced speech recognition algorithms, combined with a top-tier natural language understanding (NLU) model, enhances performance across diverse business scenarios. This robust training framework is crafted to offer fully customized training that aligns with specific industry needs, enabling companies to effectively tackle their distinct challenges. Such advancements not only optimize operational workflows but also equip businesses to respond rapidly to evolving market conditions, ultimately fostering a culture of agility and innovation. In an increasingly competitive landscape, embracing these technologies becomes essential for sustaining growth and relevance.

Media

Media

Integrations Supported

Spark NLP

Integrations Supported

Spark NLP

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

XLNet

Date Founded

2019

Company Website

github.com/zihangdai/xlnet

Company Facts

Organization Name

Emotibot

Date Founded

2015

Company Location

China

Company Website

www.emotibot.com/technology/index.html

Categories and Features

Chatbot

Call to Action
Context and Coherence
Human Takeover
Inline Media / Videos
Machine Learning
Natural Language Processing
Payment Integration
Prediction
Ready-made Templates
Reporting / Analytics
Sentiment Analysis
Social Media Integration

Conversational AI

Code-free Development
Contextual Guidance
For Developers
Intent Recognition
Multi-Languages
Omni-Channel
On-Screen Chats
Pre-configured Bot
Reusable Components
Sentiment Analysis
Speech Recognition
Speech Synthesis
Virtual Assistant

Emotion Recognition

Facial Emotions
Facial Expression Analysis
Machine Learning
Photo Emotions
Speech Emotions
Video Emotions
Written Text Emotions

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