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Laiye Technology Team
Laiye Technology Team
Aug 29, 2022 · Artificial Intelligence

Evolution of Dialogue Management: From Rule‑Based to Data‑Driven Systems and Industrial Deployments

This article reviews the historical development of dialogue management—from early rule‑based and finite‑state approaches to modern data‑driven and reinforcement‑learning methods—and examines how major industry platforms such as Amazon Alexa, Amazon Lex, and RASA implement these techniques in practice.

Amazon AlexaDialogue ManagementNLU
0 likes · 16 min read
Evolution of Dialogue Management: From Rule‑Based to Data‑Driven Systems and Industrial Deployments
DataFunTalk
DataFunTalk
Aug 6, 2019 · Artificial Intelligence

Global Landscape and Chinese Market of Conversational AI: Trends, Companies, and Case Studies

This article reviews the global and Chinese conversational AI landscape, outlines its three-tier architecture, highlights leading companies, analyzes market growth forecasts, and presents case studies from Amazon Alexa, Nuance, and Google Assistant, offering insights into challenges and design principles.

Amazon AlexaChinaGoogle Assistant
0 likes · 13 min read
Global Landscape and Chinese Market of Conversational AI: Trends, Companies, and Case Studies