Dialogue Management

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

58 Tech

Jul 14, 2021 · Artificial Intelligence

Multi‑Turn Voice Bot Architecture and End‑to‑End Dialogue Jump Strategies at 58.com

This article describes the overall architecture of 58.com’s multi‑turn voice robot, explains rule‑based, intent‑based and text‑matching dialogue jump strategies, introduces an end‑to‑end classification approach using TextCNN, and reports its online performance improvements and future research directions.

AIDialogue ManagementSpeech Recognition

0 likes · 17 min read

Multi‑Turn Voice Bot Architecture and End‑to‑End Dialogue Jump Strategies at 58.com

DataFunTalk

Feb 22, 2021 · Artificial Intelligence

Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA

Alibaba DAMO Academy’s Conversational AI team presents a comprehensive overview of their research breakthroughs—including few‑shot learning for low‑resource language understanding, deep‑learning‑based dialogue management, and TableQA semantic parsing—alongside large‑scale deployments in government, finance, and pandemic response services.

AI applicationsDialogue ManagementTableQA

0 likes · 20 min read

Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA

Zhengtong Technical Team

Jul 30, 2020 · Artificial Intelligence

Design and Implementation of a City‑Governance AI Assistant Using Rasa

This article reviews the evolution of voice assistants, compares commercial and open‑source solutions, explains why Rasa was chosen for a city‑governance AI assistant, and details its architecture, data processing, NLU/Core workflow, code implementation, and practical demonstration.

AI AssistantCity GovernanceDialogue Management

0 likes · 11 min read

Design and Implementation of a City‑Governance AI Assistant Using Rasa

Ctrip Technology

Jun 18, 2020 · Artificial Intelligence

Design and Implementation of a One‑Stop Customer Service Chatbot at Ctrip

This article describes the motivation, advantages, challenges, overall architecture, and natural‑language‑understanding algorithms of Ctrip’s one‑stop chatbot that consolidates multi‑service line support into a single entry, enabling seamless travel‑related queries, recommendations, and bookings.

AIChatbotCtrip

0 likes · 13 min read

Design and Implementation of a One‑Stop Customer Service Chatbot at Ctrip

58 Tech

Jun 15, 2020 · Artificial Intelligence

Intelligent Voice Robot Architecture, Core Technologies, and Enterprise Applications

This article presents the engineering architecture of intelligent voice robots, detailing voice preprocessing, intent recognition, slot extraction, dialogue management, and showcases multiple enterprise use cases that improve efficiency and revenue across sales, customer service, and recruitment.

Dialogue ManagementIntent classificationSpeech Recognition

0 likes · 14 min read

Intelligent Voice Robot Architecture, Core Technologies, and Enterprise Applications

58 Tech

Nov 18, 2019 · Artificial Intelligence

Comprehensive Solution for Human‑Machine Voice Dialogue Robot at 58.com

This article presents a complete solution for 58.com’s human‑machine voice dialogue robot, detailing its background, overall architecture, intelligent outbound process, core functions such as call service, anti‑spam, status recognition, multi‑turn dialogue management, intent classification, slot extraction, whole‑round intent detection, and various practical application scenarios.

AIDialogue ManagementIntent classification

0 likes · 13 min read

Comprehensive Solution for Human‑Machine Voice Dialogue Robot at 58.com

DataFunTalk

Nov 18, 2019 · Artificial Intelligence

Complete Solution of 58.com Human-Machine Voice Dialogue Robot: Architecture, Core Modules, and Application Scenarios

This article presents the end‑to‑end solution of 58.com’s voice dialogue robot, detailing its overall architecture, intelligent outbound process, core functions such as call dialing, status recognition, dialogue management, intent detection, and showcasing multiple real‑world application scenarios that improve sales, operations, and customer service efficiency.

AIDialogue ManagementSpeech Recognition

0 likes · 12 min read

Complete Solution of 58.com Human-Machine Voice Dialogue Robot: Architecture, Core Modules, and Application Scenarios

Ctrip Technology

Nov 7, 2019 · Artificial Intelligence

Intelligent Customer Service in Travel: System Architecture and Key Technologies

This article explains the architecture and core technologies of Ctrip’s intelligent travel customer service, covering NLU, dialogue state tracking, policy learning, intent and slot extraction, multi‑round task bots, and the supporting platform for deployment and future multimodal extensions.

AIChatbotDialogue Management

0 likes · 12 min read

Intelligent Customer Service in Travel: System Architecture and Key Technologies

58 Tech

Aug 14, 2019 · Artificial Intelligence

Design and Implementation of a Dialogue Management System for Intelligent Voice Robots

This article presents a comprehensive overview of an intelligent voice robot's dialogue management system, detailing its architecture, natural language understanding components, dialogue manager design, strategy handling, and workflow processes to achieve fluent multi‑turn interactions in telephone scenarios.

AIDialogue ManagementNLU

0 likes · 14 min read

Design and Implementation of a Dialogue Management System for Intelligent Voice Robots

58 Tech

Jul 4, 2019 · Artificial Intelligence

TaskBot Task-Oriented Dialogue System: Intent‑Entity Joint Recognition and Dialogue Management

The article presents TaskBot, a modular task‑oriented dialogue robot that uses a Bi‑LSTM‑CRF joint intent‑entity model and a state‑machine based dialogue manager to handle multi‑turn conversations such as flight booking or rental housing, detailing its architecture, implementation, and performance.

AIDialogue ManagementNLP

0 likes · 12 min read

TaskBot Task-Oriented Dialogue System: Intent‑Entity Joint Recognition and Dialogue Management

DataFunTalk

May 31, 2019 · Artificial Intelligence

Intelligent Customer Service at Meituan: Dialogue Framework, Intent Understanding, Knowledge Discovery, and Emotion Recognition

Meituan's intelligent customer service leverages a dialogue interaction framework with machine‑learning‑driven intent mining, understanding, emotion detection, dialogue management, knowledge discovery, and multi‑task learning to handle both simple QA and complex multi‑turn tasks across its diverse service ecosystem.

AIDialogue ManagementEmotion Recognition

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Intelligent Customer Service at Meituan: Dialogue Framework, Intent Understanding, Knowledge Discovery, and Emotion Recognition

Hujiang Technology

May 17, 2018 · Artificial Intelligence

Technical Analysis of Google Duplex: Achieving Natural Conversational Interaction

The article provides a detailed technical breakdown of Google Duplex, explaining how its speech recognition, natural language understanding, dialogue management, and speech synthesis modules work together to produce task‑oriented, natural‑sounding conversations and discussing challenges such as handling refusals, conditional responses, context management, and future scalability and safety concerns.

Artificial IntelligenceDialogue ManagementGoogle Duplex

0 likes · 10 min read

Technical Analysis of Google Duplex: Achieving Natural Conversational Interaction