Audience

Users interested in a powerful AI chatbot that can answer questions on all topics

About Sparrow

Sparrow is a research model and proof of concept, designed with the goal of training dialogue agents to be more helpful, correct, and harmless. By learning these qualities in a general dialogue setting, Sparrow advances our understanding of how we can train agents to be safer and more useful – and ultimately, to help build safer and more useful artificial general intelligence (AGI).

Sparrow is not yet available for public use.

Training a conversational AI is an especially challenging problem because it’s difficult to pinpoint what makes a dialogue successful. To address this problem, we turn to a form of reinforcement learning (RL) based on people's feedback, using the study participants’ preference feedback to train a model of how useful an answer is. To get this data, we show our participants multiple model answers to the same question and ask them which answer they like the most.

Integrations

No integrations listed.

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Company Information

DeepMind
Founded: 2010
United States
deepmind.com

Videos and Screen Captures

Sparrow Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Sparrow Frequently Asked Questions

Q: What kinds of users and organization types does Sparrow work with?
Q: What languages does Sparrow support in their product?
Q: What type of training does Sparrow provide?

Sparrow Product Features

Artificial Intelligence

For Healthcare
Multi-Language
Chatbot
For Sales
Rules-Based Automation
Machine Learning
Natural Language Processing
Predictive Analytics
Virtual Personal Assistant (VPA)
Process/Workflow Automation
For eCommerce
Image Recognition

Chatbot

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

Natural Language Generation

Email Marketing
Financial Reporting
Web Content
Chatbot
SEO
Business Intelligence
CRM Data Analysis and Reports
Multiple Language Support

Natural Language Processing

Sentence Segmentation
Tokenization
Stemming/Lemmatization
Part-of-Speech Tagging
Parsing
Named Entity Recognition
Co-Reference Resolution
In-Database Text Analytics
Open Source Integrations
Natural Language Generation (NLG)